Old Headlines (RobotReport)
September 04, 2026
Generated: 2026-09-04T16:02:17.275562-04:00
| View LLM Process
×
LLM Process for 2026-09-04T16:02:17.275562-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How FPGAs become the gatekeepers of physical AI security
2. Calling robotics startups: Apply now to be part of the 2026 Robotics Startup Radar
3. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
4. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
5. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
6. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
7. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
8. Researchers tune into Arctic under-ice sounds and test through-ice communication
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How FPGAs become the gatekeepers of physical AI security
2. Calling robotics startups: Apply now to be part of the 2026 Robotics Startup Radar
3. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
4. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
5. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
6. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
7. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
8. Researchers tune into Arctic under-ice sounds and test through-ice communication
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How FPGAs become the gatekeepers of physical AI security
2. Calling robotics startups: Apply now to be part of the 2026 Robotics Startup Radar
3. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
4. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
5. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
6. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
7. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
8. Researchers tune into Arctic under-ice sounds and test through-ice communication
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics would be those that directly impact robotics development, especially in the areas of humanoid robots and open-source projects. The chosen headlines should cover major industry news, research breakthroughs, and practical tutorials or tools for builders. The headlines about FPGAs and astrodynamics are too niche and not directly relevant to the target audience. The Arctic under-ice sounds and industrial robot cable carriers are also off-topic. The collaboration between NVIDIA and Doosan Group is relevant but more general, so it is less important than the other headlines. The remaining headlines cover a good range of topics, including a call for startups, a research breakthrough in robot perception, and a practical application of Koopman operators in soft robotic arms.
= HEADLINES =
Calling robotics startups: Apply now to be part of the 2026 Robotics Startup Radar
Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
Generated: 2026-09-04T12:02:30.124001-04:00
| View LLM Process
×
LLM Process for 2026-09-04T12:02:30.124001-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Lyte raises $165M to help robots better sense their surroundings
2. Robot.com partners with Sodexo to roll out more sidewalk delivery robots
3. Exploring the Moon will require rovers that can think for themselves – an upcoming NASA mission will test whether they can
4. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
5. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
6. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
7. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
8. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Lyte raises $165M to help robots better sense their surroundings
2. Robot.com partners with Sodexo to roll out more sidewalk delivery robots
3. Exploring the Moon will require rovers that can think for themselves – an upcoming NASA mission will test whether they can
4. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
5. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
6. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
7. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
8. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Lyte raises $165M to help robots better sense their surroundings
2. Robot.com partners with Sodexo to roll out more sidewalk delivery robots
3. Exploring the Moon will require rovers that can think for themselves – an upcoming NASA mission will test whether they can
4. Seeing Less Is Not Seeing Safely: Privacy Leakage from Task-Scoped Robot Perception Exports
5. GPU-Accelerated Astrodynamics World Models for Spacecraft Rendezvous and Proximity Operations
6. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies
7. Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
8. Following a Unique Path: A Fast Certifier Applied to Outlier-Robust Pose Registration
9. Protecting Dynamic Industrial Robot Cable Carriers
10. Europe bids to be a robot superpower like the US, China
11. NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
Response:
These headlines were chosen for robotics enthusiasts, programmers, and builders due to their relevance to humanoid robots, FOSS projects, and practical applications in robotics. The first headline highlights a significant funding round for a company improving robot sensing, which is crucial for humanoid robots. The second headline focuses on a practical application of delivery robots, which is of interest to builders and enthusiasts. The third headline discusses a NASA mission testing autonomous rovers, aligning with the audience's interest in research breakthroughs and space robotics.
= HEADLINES =
1. Lyte raises $165M to help robots better sense their surroundings
2. Robot.com partners with Sodexo to roll out more sidewalk delivery robots
3. Exploring the Moon will require rovers that can think for themselves – an upcoming NASA mission will test whether they can
Generated: 2026-09-04T08:02:28.611400-04:00
| View LLM Process
×
LLM Process for 2026-09-04T08:02:28.611400-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Medtronic invests $700M in surgical partner Cornerstone Robotics
2. JAKA hits Teradyne Robotics back over patent dispute
3. Annual Humanoid Robot Shipments to Reach 26 Million Units Worldwide By 2040
4. Protecting Dynamic Industrial Robot Cable Carriers
5. Europe bids to be a robot superpower like the US, China
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Medtronic invests $700M in surgical partner Cornerstone Robotics
2. JAKA hits Teradyne Robotics back over patent dispute
3. Annual Humanoid Robot Shipments to Reach 26 Million Units Worldwide By 2040
4. Protecting Dynamic Industrial Robot Cable Carriers
5. Europe bids to be a robot superpower like the US, China
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Medtronic invests $700M in surgical partner Cornerstone Robotics
2. JAKA hits Teradyne Robotics back over patent dispute
3. Annual Humanoid Robot Shipments to Reach 26 Million Units Worldwide By 2040
4. Protecting Dynamic Industrial Robot Cable Carriers
5. Europe bids to be a robot superpower like the US, China
Response:
These headlines were chosen for robotics enthusiasts, programmers, and builders due to their relevance to humanoid robots, industry news, and practical robotics developments. The first headline highlights a significant investment in surgical robotics, which is a major area of interest for those following robotics advancements. The second headline discusses a patent dispute in the robotics industry, which is crucial for understanding the competitive landscape and legal aspects of robotics. The third headline provides a forward-looking perspective on the growth of humanoid robots, which is particularly interesting for those invested in the future of robotics.
= HEADLINES =
Medtronic invests $700M in surgical partner Cornerstone Robotics
JAKA hits Teradyne Robotics back over patent dispute
Annual Humanoid Robot Shipments to Reach 26 Million Units Worldwide By 2040
September 03, 2026
Generated: 2026-09-03T16:02:31.780231-04:00
| View LLM Process
×
LLM Process for 2026-09-03T16:02:31.780231-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NVIDIA plans to acquire Hugging Face and keep AI development platform open
2. PlusAI to take autonomous trucking public via a SPAC deal
3. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NVIDIA plans to acquire Hugging Face and keep AI development platform open
2. PlusAI to take autonomous trucking public via a SPAC deal
3. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NVIDIA plans to acquire Hugging Face and keep AI development platform open
2. PlusAI to take autonomous trucking public via a SPAC deal
3. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics would be those that directly impact their work and interests in robotics and automation. The first headline about NVIDIA's acquisition of Hugging Face is highly relevant because it involves a major player in AI hardware and a prominent open-source AI platform, which could significantly impact the tools and technologies available for robotics development. The second headline about PlusAI's autonomous trucking deal is also important as it represents a significant development in the autonomous vehicle industry, which is a key area of robotics. The third headline about the paper deluge and peer review is less directly relevant but still of interest as it touches on the academic and research aspects of robotics. However, it is less directly relevant to the practical aspects of robotics and automation that the audience is likely most interested in.
= HEADLINES =
1. NVIDIA plans to acquire Hugging Face and keep AI development platform open
2. PlusAI to take autonomous trucking public via a SPAC deal
3. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
Generated: 2026-09-03T12:02:26.774477-04:00
| View LLM Process
×
LLM Process for 2026-09-03T12:02:26.774477-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. Humanoid Robot Touch May Influence Mood and Emotional Expression
3. Shadow AI Is a Design Failure, Not a People Problem
4. The Best Way to Explore Lunar Craters Is a Giant Robot Ball
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. Humanoid Robot Touch May Influence Mood and Emotional Expression
3. Shadow AI Is a Design Failure, Not a People Problem
4. The Best Way to Explore Lunar Craters Is a Giant Robot Ball
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. Humanoid Robot Touch May Influence Mood and Emotional Expression
3. Shadow AI Is a Design Failure, Not a People Problem
4. The Best Way to Explore Lunar Craters Is a Giant Robot Ball
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines are those that discuss advancements in humanoid robots, innovative robotics projects, and practical applications in robotics. The audience is particularly interested in FOSS projects, research breakthroughs, and tutorials for building robots. Therefore, headlines that focus on these areas are prioritized.
= HEADLINES =
2. Humanoid Robot Touch May Influence Mood and Emotional Expression
4. The Best Way to Explore Lunar Craters Is a Giant Robot Ball
3. Shadow AI Is a Design Failure, Not a People Problem
Generated: 2026-09-03T08:03:03.316652-04:00
| View LLM Process
×
LLM Process for 2026-09-03T08:03:03.316652-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NexCOBOT discusses physical AI market hurdles and acceleration
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. System helps humans predict when self-driving cars will make mistakes
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NexCOBOT discusses physical AI market hurdles and acceleration
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. System helps humans predict when self-driving cars will make mistakes
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. NexCOBOT discusses physical AI market hurdles and acceleration
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. System helps humans predict when self-driving cars will make mistakes
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics would be those that discuss advancements in robotics, particularly humanoid robots, and practical applications or tutorials for builders. The first headline is about a major robotics company discussing market hurdles and acceleration, which is highly relevant for those interested in industry news and developments. The second headline is about a system that helps humans predict when self-driving cars will make mistakes, which is a significant research breakthrough in the field of autonomous vehicles, a subset of robotics. The third headline is about a smart waste system that combines RPA and IoT sensors, which is an interesting application of robotics and automation in a practical setting, and could be of interest to builders looking for project ideas.
= HEADLINES =
1. NexCOBOT discusses physical AI market hurdles and acceleration
5. System helps humans predict when self-driving cars will make mistakes
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
September 02, 2026
Generated: 2026-09-02T20:01:55.969340-04:00
| View LLM Process
×
LLM Process for 2026-09-02T20:01:55.969340-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. AIR to use Elmo Motion Control technology in uncrewed cargo aircraft
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
6. System helps humans predict when self-driving cars will make mistakes
7. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. AIR to use Elmo Motion Control technology in uncrewed cargo aircraft
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
6. System helps humans predict when self-driving cars will make mistakes
7. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. AIR to use Elmo Motion Control technology in uncrewed cargo aircraft
2. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
6. System helps humans predict when self-driving cars will make mistakes
7. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics are those that directly involve robotics developments, particularly humanoid robots, and free and open-source software (FOSS) projects. The chosen headlines focus on advancements in robotics technology, industry news, and practical applications that are of interest to the audience. The first headline highlights a significant industry development in uncrewed cargo aircraft, which is relevant due to its use of advanced motion control technology. The second headline discusses a framework for risk-aware decision-making in autonomous systems, which is crucial for the development of safer and more reliable robots. The third headline focuses on a practical application of robotics in waste management, combining robotics process automation (RPA) and IoT sensors, which is of interest to builders and programmers looking for real-world applications.
= HEADLINES =
1. AIR to use Elmo Motion Control technology in uncrewed cargo aircraft
5. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
7. Scientists thought the universe was uniform. New evidence says otherwise
Generated: 2026-09-02T12:02:31.318539-04:00
| View LLM Process
×
LLM Process for 2026-09-02T12:02:31.318539-04:00
Model: google/lyria-3-clip-preview |
Status:
Failed (Model call failed after 1 attempts for model google/lyria-3-clip-preview. Last error: APIError (HTTP 400))
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. New Partnership Teaching AI to Educators
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
6. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
7. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
8. Scientists thought the universe was uniform. New evidence says otherwise
Response:
{
"message": "Provider returned error",
"code": 400,
"metadata": {
"raw": "{\n \"error\": {\n \"code\": 400,\n \"message\": \"Request contains an invalid argument.\",\n \"status\": \"INVALID_ARGUMENT\"\n }\n}\n",
"provider_name": "Google AI Studio",
"is_byok": false,
"provider_error_code": "400"
}
}
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. New Partnership Teaching AI to Educators
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
6. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
7. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
8. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. New Partnership Teaching AI to Educators
3. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
4. Shadow AI Is a Design Failure, Not a People Problem
5. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
6. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
7. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
8. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics would be those that directly impact their work or provide valuable insights into the field. The first headline is chosen for its relevance to the research aspect, as it discusses a significant breakthrough in the field of robotics. The second headline is selected for its practical application in the industry, as it highlights a new partnership that could lead to advancements in AI and robotics. The third headline is chosen for its educational value, as it provides a tutorial on building a robot, which is of interest to intro builders.
= HEADLINES =
Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
New Partnership Teaching AI to Educators
Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
Generated: 2026-09-02T08:02:56.566828-04:00
| View LLM Process
×
LLM Process for 2026-09-02T08:02:56.566828-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. When expressive humanoid robots are awkward, people become wary – new brain study
3. New Partnership Teaching AI to Educators
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Inverse kinematic solution for generic 3R positional robots using Conformal Geometric Algebra
7. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
8. Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets
9. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
10. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
11. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. When expressive humanoid robots are awkward, people become wary – new brain study
3. New Partnership Teaching AI to Educators
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Inverse kinematic solution for generic 3R positional robots using Conformal Geometric Algebra
7. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
8. Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets
9. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
10. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
11. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
2. When expressive humanoid robots are awkward, people become wary – new brain study
3. New Partnership Teaching AI to Educators
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Inverse kinematic solution for generic 3R positional robots using Conformal Geometric Algebra
7. Geometric analysis of generic 3R robots, and necessary and sufficient conditions for a class of orthogonal robots to have four IKS
8. Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets
9. Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
10. Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position
11. Scientists thought the universe was uniform. New evidence says otherwise
Response:
These headlines were chosen for robotics enthusiasts, programmers, and builders due to their relevance to humanoid robots, research breakthroughs, and practical applications in robotics. The first headline discusses a study on how people perceive expressive humanoid robots, which is crucial for those interested in humanoid robotics. The second headline is a complex mathematical solution for robotic positioning, which would be of interest to programmers and builders working on advanced robotics projects. The third headline focuses on a practical application of robotics in automotive scenarios, which is relevant for those interested in real-world robotics applications.
= HEADLINES =
When expressive humanoid robots are awkward, people become wary – new brain study
Inverse kinematic solution for generic 3R positional robots using Conformal Geometric Algebra
Scene Graph-based Driving Scenario Extraction for Automotive Egocentric Datasets
September 01, 2026
Generated: 2026-09-01T20:02:01.861814-04:00
| View LLM Process
×
LLM Process for 2026-09-01T20:02:01.861814-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Top 10 robotics stories of August 2026
2. Visko launches Orbis live model and closes pre-seed funding round
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
7. The Potential of Haptic Foundation Models
8. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
9. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Top 10 robotics stories of August 2026
2. Visko launches Orbis live model and closes pre-seed funding round
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
7. The Potential of Haptic Foundation Models
8. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
9. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Top 10 robotics stories of August 2026
2. Visko launches Orbis live model and closes pre-seed funding round
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
7. The Potential of Haptic Foundation Models
8. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
9. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines would focus on major developments in robotics, particularly those involving humanoid robots and open-source projects. The first headline, "Top 10 robotics stories of August 2026," is a comprehensive roundup that would be highly interesting to the audience. The second headline, "Visko launches Orbis live model and closes pre-seed funding round," highlights a significant development in the robotics industry, which is crucial for those interested in the latest advancements. The third headline, "RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies," is relevant for those interested in virtual robotics and the development of autonomous driving policies, which is an important test and learning environment for real robots.
= HEADLINES =
Top 10 robotics stories of August 2026
Visko launches Orbis live model and closes pre-seed funding round
RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
Generated: 2026-09-01T16:02:20.169511-04:00
| View LLM Process
×
LLM Process for 2026-09-01T16:02:20.169511-04:00
Model: google/gemma-4-31b-it:free |
Status:
Failed (Model call failed after 1 attempts for model google/gemma-4-31b-it:free. Last error: APIError (HTTP 429))
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Learn how physical AI is being used to do real work at RoboBusiness
2. Visko launches Orbis live model and closes pre-seed funding round
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Scientists thought the universe was uniform. New evidence says otherwise
Response:
{
"message": "Provider returned error",
"code": 429,
"metadata": {
"raw": "google/gemma-4-31b-it:free is temporarily rate-limited upstream. Please retry shortly, or add your own key to accumulate your rate limits: https://openrouter.ai/settings/integrations",
"provider_name": "Google AI Studio",
"is_byok": false,
"provider_error_code": "429",
"limit_source": "upstream_provider_shared_pool",
"remedy_hint": "Retry shortly, add your own provider key (https://openrouter.ai/settings/integrations), or route to another provider with provider routing: https://openrouter.ai/docs/features/provider-routing"
}
}
Model: google/gemma-4-26b-a4b-it:free |
Status:
Failed (Model call failed after 1 attempts for model google/gemma-4-26b-a4b-it:free. Last error: APIError (HTTP 429))
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Learn how physical AI is being used to do real work at RoboBusiness
2. Visko launches Orbis live model and closes pre-seed funding round
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Scientists thought the universe was uniform. New evidence says otherwise
Response:
{
"message": "Provider returned error",
"code": 429,
"metadata": {
"raw": "google/gemma-4-26b-a4b-it:free is temporarily rate-limited upstream. Please retry shortly, or add your own key to accumulate your rate limits: https://openrouter.ai/settings/integrations",
"provider_name": "Google AI Studio",
"is_byok": false,
"provider_error_code": "429",
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"remedy_hint": "Retry shortly, add your own provider key (https://openrouter.ai/settings/integrations), or route to another provider with provider routing: https://openrouter.ai/docs/features/provider-routing"
}
}
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Learn how physical AI is being used to do real work at RoboBusiness
2. Visko launches Orbis live model and closes pre-seed funding round
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines would be those that discuss advancements in humanoid robots, practical applications of robotics, and open-source or educational content. The audience is particularly interested in research breakthroughs and tutorials for introductory builders, so headlines that offer learning opportunities or significant developments in the field would be most appealing.
The first headline should highlight a research breakthrough in humanoid robots, as this is a key interest area. The second headline should focus on a practical application or industry news that showcases real-world use of robotics. The third headline should be a tutorial or educational content that helps beginners in the field.
= HEADLINES =
RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
Learn how physical AI is being used to do real work at RoboBusiness
Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
Generated: 2026-09-01T12:02:28.445927-04:00
| View LLM Process
×
LLM Process for 2026-09-01T12:02:28.445927-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Missing Layer in Robot Safety Assurance
2. HowToRobot and Robotics Australia Group partner on platform to encourage robot adoption
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
13. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Missing Layer in Robot Safety Assurance
2. HowToRobot and Robotics Australia Group partner on platform to encourage robot adoption
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
13. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Missing Layer in Robot Safety Assurance
2. HowToRobot and Robotics Australia Group partner on platform to encourage robot adoption
3. From spreadsheets to AI: Deere gives farmers new features in Operations Center, JD
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
13. Scientists thought the universe was uniform. New evidence says otherwise
Response:
These headlines were chosen for robotics enthusiasts, programmers, and builders due to their relevance to humanoid robots, research breakthroughs, and practical applications in robotics. The first headline addresses a critical aspect of robot safety, which is paramount for both researchers and builders. The second headline focuses on a practical platform encouraging robot adoption, which is directly relevant to the audience's interest in real-world applications. The third headline discusses advancements in humanoid robot interaction, aligning with the audience's fascination with humanoid robots and their social integration.
= HEADLINES =
1. The Missing Layer in Robot Safety Assurance
2. HowToRobot and Robotics Australia Group partner on platform to encourage robot adoption
12. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
Generated: 2026-09-01T08:03:58.322198-04:00
| View LLM Process
×
LLM Process for 2026-09-01T08:03:58.322198-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Skild AI unveils S1 flagship robot foundation model
2. How better grippers can unlock physical AI
3. Reframe Systems raises $40M to scale its robotic microfactories for home building
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Like a bird, this drone uses touch to grip branches and rest
13. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
14. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Skild AI unveils S1 flagship robot foundation model
2. How better grippers can unlock physical AI
3. Reframe Systems raises $40M to scale its robotic microfactories for home building
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Like a bird, this drone uses touch to grip branches and rest
13. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
14. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Skild AI unveils S1 flagship robot foundation model
2. How better grippers can unlock physical AI
3. Reframe Systems raises $40M to scale its robotic microfactories for home building
4. When expressive humanoid robots are awkward, people become wary – new brain study
5. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
6. Shadow AI Is a Design Failure, Not a People Problem
7. RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies
8. The Potential of Haptic Foundation Models
9. Cognitively-Grounded On-Device Runtime Learning for Ground Robots in Unknown Physical Environments
10. RoboGesture: Real-Time Semantic-aligned Co-Speech Gestures Generation for Humanoid Interaction
11. Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
12. Like a bird, this drone uses touch to grip branches and rest
13. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
14. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines are those that discuss advancements in humanoid robots, FOSS projects, and practical applications in robotics. The first headline is about a major development in AI for robots, which is crucial for those interested in the latest research. The second headline focuses on improving grippers, a fundamental aspect of robotics that can significantly impact physical AI capabilities. The third headline is about a FOSS project, which aligns with the audience's interest in open-source software and practical robotics applications.
= HEADLINES =
1. Skild AI unveils S1 flagship robot foundation model
2. How better grippers can unlock physical AI
12. Like a bird, this drone uses touch to grip branches and rest
August 31, 2026
Generated: 2026-08-31T20:01:57.233475-04:00
| View LLM Process
×
LLM Process for 2026-08-31T20:01:57.233475-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How better grippers can unlock physical AI
2. Reframe Systems raises $40M to scale its robotic microfactories for home building
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
7. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
8. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
9. Like a bird, this drone uses touch to grip branches and rest
10. Worms navigate narrow paths faster than wide ones. These findings could inform robot design
11. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
12. Four-legged robot learns dog-like movements to leap through tight spaces
13. A soft 3D-printed robotic hand that gently grips everything from eggs to a 1 kg water bottle
14. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How better grippers can unlock physical AI
2. Reframe Systems raises $40M to scale its robotic microfactories for home building
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
7. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
8. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
9. Like a bird, this drone uses touch to grip branches and rest
10. Worms navigate narrow paths faster than wide ones. These findings could inform robot design
11. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
12. Four-legged robot learns dog-like movements to leap through tight spaces
13. A soft 3D-printed robotic hand that gently grips everything from eggs to a 1 kg water bottle
14. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. How better grippers can unlock physical AI
2. Reframe Systems raises $40M to scale its robotic microfactories for home building
3. When expressive humanoid robots are awkward, people become wary – new brain study
4. Smart Waste System Combines RPA and IoT Sensors for Predictive Collection
5. Shadow AI Is a Design Failure, Not a People Problem
6. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
7. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
8. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
9. Like a bird, this drone uses touch to grip branches and rest
10. Worms navigate narrow paths faster than wide ones. These findings could inform robot design
11. Animal-like and anime faces boost social robots' emotional appeal, tests suggest
12. Four-legged robot learns dog-like movements to leap through tight spaces
13. A soft 3D-printed robotic hand that gently grips everything from eggs to a 1 kg water bottle
14. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines focus on advancements in robotics hardware, particularly humanoid robots, and practical applications that can inspire or assist in building projects. The chosen headlines cover a range of topics from innovative robot designs to research that could directly impact robotics development, ensuring a mix of practical, inspirational, and research-oriented content.
= HEADLINES =
13. A soft 3D-printed robotic hand that gently grips everything from eggs to a 1 kg water bottle
12. Four-legged robot learns dog-like movements to leap through tight spaces
10. Worms navigate narrow paths faster than wide ones. These findings could inform robot design
Generated: 2026-08-31T16:02:12.559081-04:00
| View LLM Process
×
LLM Process for 2026-08-31T16:02:12.559081-04:00
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Adorable waddling robot can pick up stuff and learn new tricks
2. Shadow AI Is a Design Failure, Not a People Problem
3. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
4. Remote Human and Robot Interaction for Greenhouse Gardening Using Virtual Reality
5. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
6. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
7. One year in a forest: Analyzing the challenges of autonomous navigation in subarctic environments
8. Scientists thought the universe was uniform. New evidence says otherwise
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Adorable waddling robot can pick up stuff and learn new tricks
2. Shadow AI Is a Design Failure, Not a People Problem
3. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
4. Remote Human and Robot Interaction for Greenhouse Gardening Using Virtual Reality
5. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
6. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
7. One year in a forest: Analyzing the challenges of autonomous navigation in subarctic environments
8. Scientists thought the universe was uniform. New evidence says otherwise
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. Adorable waddling robot can pick up stuff and learn new tricks
2. Shadow AI Is a Design Failure, Not a People Problem
3. Beyond Relative Geometry: Metric-Aware Geometry Perception for Robotics
4. Remote Human and Robot Interaction for Greenhouse Gardening Using Virtual Reality
5. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
6. PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
7. One year in a forest: Analyzing the challenges of autonomous navigation in subarctic environments
8. Scientists thought the universe was uniform. New evidence says otherwise
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines are those that discuss advancements in robotics hardware, innovative applications, and practical research breakthroughs. The first headline is chosen for its appeal to the general interest in humanoid robots and their capabilities. The second headline is selected for its relevance to practical robotics applications in agriculture, which is a growing field. The third headline is chosen for its focus on a specific research breakthrough in robotics perception, which is crucial for advancing the field.
= HEADLINES =
1. Adorable waddling robot can pick up stuff and learn new tricks
4. Remote Human and Robot Interaction for Greenhouse Gardening Using Virtual Reality
7. One year in a forest: Analyzing the challenges of autonomous navigation in subarctic environments
August 30, 2026
Generated: 2026-08-30T16:02:18.082743-04:00
| View LLM Process
×
LLM Process for 2026-08-30T16:02:18.082743-04:00
Model: moonshotai/kimi-k2.6:free |
Status:
Failed (Model call failed after 1 attempts for model moonshotai/kimi-k2.6:free. Last error: APIError (HTTP 404))
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Everywhere Problem: Why “Data Anywhere” Is Becoming the Defining Infrastructure Challenge of the AI Era
2. Vidu AI Review: I Couldn’t Believe the Character Consistency
3. The Customer Context Gap Holding Back Enterprise AI
Response:
{
"message": "This model is unavailable for free. The paid version is available now - use this slug instead: moonshotai/kimi-k2.6",
"code": 404
}
Model: None |
Status:
Failed (No available models)
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Everywhere Problem: Why “Data Anywhere” Is Becoming the Defining Infrastructure Challenge of the AI Era
2. Vidu AI Review: I Couldn’t Believe the Character Consistency
3. The Customer Context Gap Holding Back Enterprise AI
Model: mistralai/mistral-small-3.2-24b-instruct |
Status:
Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
<scratchpad>
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
</scratchpad>
Audience:
Robotics enthusiasts, programmers, and builders interested in major robotics and automation developments, especially humanoid robots and FOSS (free and open source software) projects. Focus on research breakthroughs, industry news, and robotics tutorials for intro builders. Avoid software-only automation (except for virtual robotics which is an important test and learning environment for real but more expensive robots), quantum computing, or unrelated tech content.
Candidate headlines:
1. The Everywhere Problem: Why “Data Anywhere” Is Becoming the Defining Infrastructure Challenge of the AI Era
2. Vidu AI Review: I Couldn’t Believe the Character Consistency
3. The Customer Context Gap Holding Back Enterprise AI
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics would be those that directly relate to robotics developments, practical applications, and learning opportunities. The first headline is about AI infrastructure, which is too broad and not specific to robotics. The second headline discusses a review of an AI tool, which might be interesting but doesn't directly relate to robotics or building. The third headline talks about a gap in enterprise AI, which is also not directly relevant to the audience's interests. Therefore, none of these headlines are a good fit for the specified audience.
= HEADLINES =
Vidu AI Review: I Couldn’t Believe the Character Consistency
The Customer Context Gap Holding Back Enterprise AI
The Everywhere Problem: Why “Data Anywhere” Is Becoming the Defining Infrastructure Challenge of the AI Era
