Old Headlines (RobotReport)
February 11, 2026
Generated: 2026-02-11T12:03:37.879783-05:00
| View LLM Process
×
LLM Process for 2026-02-11T12:03:37.879783-05:00
Model: meta-llama/llama-3.3-70b-instruct:free |
Status:
Failed (Model call failed after 1 attempts for model meta-llama/llama-3.3-70b-instruct: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. Think Robots Kill Jobs? This Research Says They Create Strategic Advantage
2. What Happened When NASA Let AI Plan Perseverance’s Mars Route?
3. Forget Shadow AI Panic: Sprawl Is Here to Stay
4. Nebius Moves to Strengthen Agentic AI Infrastructure With Tavily Acquisition
5. Newo’s $25M Series A Raises the Stakes for AI Voice Infrastructure in Small Business
6. Bishop Fox Brings AI Into the Core of Application Penetration Testing
7. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
8. Feasible Static Workspace Optimization of Tendon Driven Continuum Robot based on Euclidean norm
9. Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception
10. Agile asymmetric multi-legged locomotion: contact planning via geometric mechanics and spin model duality
11. SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
12. Elements of Robot Morphology: Supporting Designers in Robot Form Exploration
13. Magnetic mixer improves 3D bioprinting
Response:
{
"message": "Provider returned error",
"code": 429,
"metadata": {
"raw": "meta-llama/llama-3.3-70b-instruct: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": "Venice",
"is_byok": false
}
}
Model: moonshotai/kimi-k2:free |
Status:
Failed (Model call failed after 1 attempts for model moonshotai/kimi-k2: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. Think Robots Kill Jobs? This Research Says They Create Strategic Advantage
2. What Happened When NASA Let AI Plan Perseverance’s Mars Route?
3. Forget Shadow AI Panic: Sprawl Is Here to Stay
4. Nebius Moves to Strengthen Agentic AI Infrastructure With Tavily Acquisition
5. Newo’s $25M Series A Raises the Stakes for AI Voice Infrastructure in Small Business
6. Bishop Fox Brings AI Into the Core of Application Penetration Testing
7. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
8. Feasible Static Workspace Optimization of Tendon Driven Continuum Robot based on Euclidean norm
9. Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception
10. Agile asymmetric multi-legged locomotion: contact planning via geometric mechanics and spin model duality
11. SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
12. Elements of Robot Morphology: Supporting Designers in Robot Form Exploration
13. Magnetic mixer improves 3D bioprinting
Response:
{
"message": "No endpoints found for moonshotai/kimi-k2:free.",
"code": 404
}
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. Think Robots Kill Jobs? This Research Says They Create Strategic Advantage
2. What Happened When NASA Let AI Plan Perseverance’s Mars Route?
3. Forget Shadow AI Panic: Sprawl Is Here to Stay
4. Nebius Moves to Strengthen Agentic AI Infrastructure With Tavily Acquisition
5. Newo’s $25M Series A Raises the Stakes for AI Voice Infrastructure in Small Business
6. Bishop Fox Brings AI Into the Core of Application Penetration Testing
7. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
8. Feasible Static Workspace Optimization of Tendon Driven Continuum Robot based on Euclidean norm
9. Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception
10. Agile asymmetric multi-legged locomotion: contact planning via geometric mechanics and spin model duality
11. SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
12. Elements of Robot Morphology: Supporting Designers in Robot Form Exploration
13. Magnetic mixer improves 3D bioprinting
Response:
For robotics enthusiasts, programmers, and builders, the most relevant topics are those that focus on humanoid robotics, free and open source software (FOSS) projects, and practical applications or tutorials. The chosen headlines should highlight research breakthroughs, industry news, and practical insights that can aid in building or understanding robotics. The selected headlines should avoid topics that are too abstract, unrelated to robotics, or purely about software automation without a clear connection to physical robotics.
= HEADLINES =
Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception
Elements of Robot Morphology: Supporting Designers in Robot Form Exploration
Magnetic mixer improves 3D bioprinting
Generated: 2026-02-11T08:05:29.558140-05:00
| View LLM Process
×
LLM Process for 2026-02-11T08:05:29.558140-05:00
Model: nvidia/nemotron-nano-9b-v2:free |
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. Symbotic acquires autonomous forklift maker Fox Robotics
2. Boston Dynamics CEO Robert Playter steps down
3. Sven Koenig wins the 2026 ACM/SIGAI Autonomous Agents Research Award
4. What Happened When NASA Let AI Plan Perseverance’s Mars Route?
5. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
6. Bishop Fox Brings AI Into the Core of Application Penetration Testing
7. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
8. Runway Raises $315 Million to Scale World Simulation
9. 10 Best AI Powered Corporate Training Platforms (February 2026)
10. Efrain Ruh, CTO of EMEA at Digitate – Interview Series
11. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
12. Magnetic mixer improves 3D bioprinting
Response:
The selected headlines address key areas within robotics and automation that align with the audience's focus on humanoid robots, research, and practical automation solutions. The Boston Dynamics CEO update is crucial due to BD's leadership in humanoid robotics (e.g., Atlas, Spot), which directly impacts industry direction. Sven Koenig’s award underscores advancements in autonomous systems research, a foundational aspect of robotics. Symbotic’s acquisition of Fox Robotics highlights industrial automation trends, relevant to builders and enterprises exploring scalable solutions. These choices balance industry news, academic achievements, and operational innovations.
= HEADLINES =
Boston Dynamics CEO Robert Playter steps down
Sven Koenig wins the 2026 ACM/SIGAI Autonomous Agents Research Award
Symbotic acquires autonomous forklift maker Fox Robotics
February 10, 2026
Generated: 2026-02-10T20:02:48.529895-05:00
| View LLM Process
×
LLM Process for 2026-02-10T20:02:48.529895-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. APEM launches Dual Icon series of LED indicators
2. Lidar maker Ouster adds cameras with StereoLabs acquisition
3. Destro AI launches Agentic AI Brain for human-robot collaboration
4. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
5. Bishop Fox Brings AI Into the Core of Application Penetration Testing
6. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
7. Runway Raises $315 Million to Scale World Simulation
8. 10 Best AI Powered Corporate Training Platforms (February 2026)
9. Efrain Ruh, CTO of EMEA at Digitate – Interview Series
10. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
Response:
I selected these three headlines because they each cover a distinct area relevant to robotics builders: sensor hardware advances (Ouster adding cameras), AI integration for human‑robot collaboration, and a practical hardware component (LED indicators) useful for robot design. They are ordered by relevance, with the sensor acquisition being the most impactful industry development, followed by the AI collaboration breakthrough, and finally the LED indicator launch as a supportive hardware update.
= HEADLINES =
Lidar maker Ouster adds cameras with StereoLabs acquisition
Destro AI launches Agentic AI Brain for human-robot collaboration
APEM launches Dual Icon series of LED indicators
Generated: 2026-02-10T16:03:27.992824-05:00
| View LLM Process
×
LLM Process for 2026-02-10T16:03:27.992824-05:00
Model: google/gemini-2.0-flash-exp:free |
Status:
Failed (Model call failed after 1 attempts for model google/gemini-2.0-flash-exp: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. APEM launches Dual Icon series of LED indicators
2. Stryker introduces Mako Handheld Robotics with RPS launch
3. Lidar maker Ouster adds cameras with StereoLabs acquisition
4. High-sensitivity torque sensors offer force feedback for small-payload cobots
5. Destro AI launches Agentic AI Brain for human-robot collaboration
6. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
7. Bishop Fox Brings AI Into the Core of Application Penetration Testing
8. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
9. Runway Raises $315 Million to Scale World Simulation
10. 10 Best AI Powered Corporate Training Platforms (February 2026)
11. Efrain Ruh, CTO of EMEA at Digitate – Interview Series
12. Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing
13. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
Response:
{
"message": "No endpoints found for google/gemini-2.0-flash-exp:free.",
"code": 404
}
Model: nousresearch/hermes-3-llama-3.1-405b:free |
Status:
Failed (Model call failed after 1 attempts for model nousresearch/hermes-3-llama-3.1-405b: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. APEM launches Dual Icon series of LED indicators
2. Stryker introduces Mako Handheld Robotics with RPS launch
3. Lidar maker Ouster adds cameras with StereoLabs acquisition
4. High-sensitivity torque sensors offer force feedback for small-payload cobots
5. Destro AI launches Agentic AI Brain for human-robot collaboration
6. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
7. Bishop Fox Brings AI Into the Core of Application Penetration Testing
8. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
9. Runway Raises $315 Million to Scale World Simulation
10. 10 Best AI Powered Corporate Training Platforms (February 2026)
11. Efrain Ruh, CTO of EMEA at Digitate – Interview Series
12. Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing
13. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
Response:
{
"message": "Provider returned error",
"code": 429,
"metadata": {
"raw": "nousresearch/hermes-3-llama-3.1-405b: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": "Venice",
"is_byok": false
}
}
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. APEM launches Dual Icon series of LED indicators
2. Stryker introduces Mako Handheld Robotics with RPS launch
3. Lidar maker Ouster adds cameras with StereoLabs acquisition
4. High-sensitivity torque sensors offer force feedback for small-payload cobots
5. Destro AI launches Agentic AI Brain for human-robot collaboration
6. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
7. Bishop Fox Brings AI Into the Core of Application Penetration Testing
8. ZeroDrift Raises $2M Pre-Seed to Automate Real-Time Compliance for Enterprise Communications
9. Runway Raises $315 Million to Scale World Simulation
10. 10 Best AI Powered Corporate Training Platforms (February 2026)
11. Efrain Ruh, CTO of EMEA at Digitate – Interview Series
12. Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing
13. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
Response:
For robotics enthusiasts, programmers, and builders, the most relevant headlines focus on advancements in robotics hardware, software, and research breakthroughs. The first priority is a major industry news about a new humanoid robotics system, which is highly relevant given the audience's interest in humanoid robots. The second priority is a research breakthrough in visual odometry, which is crucial for robotics navigation and planetary exploration. The third priority is a new sensor technology that enables force feedback for small-payload collaborative robots, which is highly relevant for builders and programmers working on cobots.
= HEADLINES =
Stryker introduces Mako Handheld Robotics with RPS launch
Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing
High-sensitivity torque sensors offer force feedback for small-payload cobots
Generated: 2026-02-10T12:06:52.039452-05:00
| View LLM Process
×
LLM Process for 2026-02-10T12:06:52.039452-05:00
Model: tngtech/tng-r1t-chimera:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. Teresa Creech, President of MBO Partners by Beeline – Interview Series
3. AI for Good: Improving Global Educational Journeys
4. Embodied Intelligence for Flexible Manufacturing: A Survey
5. Leveraging Adaptive Group Negotiation for Heterogeneous Multi-Robot Collaboration with Large Language Models
6. Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing
7. A Survey of Medical Drones from Flight Dynamics, Guidance, Navigation, and Control Perspectives
8. Formal Methods in Robot Policy Learning and Verification: A Survey on Current Techniques and Future Directions
Response:
For robotics enthusiasts and builders, topics around embodied intelligence, multi-robot collaboration, and policy verification are highly relevant. Headline 4 addresses flexible manufacturing applications, a key automation use case. Headline 5 explores cutting-edge LLM-driven robot teamwork, while headline 8 covers critical safety/verification methods - all distinct areas aligned with FOSS and advanced robotics development.
= HEADLINES =
Embodied Intelligence for Flexible Manufacturing: A Survey
Leveraging Adaptive Group Negotiation for Heterogeneous Multi-Robot Collaboration with Large Language Models
Formal Methods in Robot Policy Learning and Verification: A Survey on Current Techniques and Future Directions
Generated: 2026-02-10T08:04:38.400798-05:00
| View LLM Process
×
LLM Process for 2026-02-10T08:04:38.400798-05:00
Model: tngtech/tng-r1t-chimera:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. aiOla Introduces QUASAR to Rethink How Speech Recognition Works in Production
3. Teresa Creech, President of MBO Partners by Beeline – Interview Series
4. AI for Good: Improving Global Educational Journeys
5. Rotating nozzle 3D printing creates air-powered soft robots with preset bends
6. Robot swarms turn music into moving light paintings
Response:
For robotics enthusiasts and builders, the most relevant headlines focus on tangible robotics innovations. The 3D printing breakthrough in soft robots offers a novel manufacturing technique, while robot swarms demonstrate creative applications. The speech recognition system, though more AI-focused, may interest those integrating voice controls into robots.
= HEADLINES =
Rotating nozzle 3D printing creates air-powered soft robots with preset bends
Robot swarms turn music into moving light paintings
aiOla Introduces QUASAR to Rethink How Speech Recognition Works in Production
February 09, 2026
Generated: 2026-02-09T20:02:14.459153-05:00
| View LLM Process
×
LLM Process for 2026-02-09T20:02:14.459153-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. Test-Time Scaling: The Secret Sauce Behind the New Wave of PhD-Level Reasoning Models
3. How OpenScholar Is Redefining AI-Driven Literature Reviews
4. Teresa Creech, President of MBO Partners by Beeline – Interview Series
5. AI for Good: Improving Global Educational Journeys
6. The 2030s Will Be Powered by Edge: Why the Next Decade of Computing Starts Now
Response:
The selected headlines cover distinct aspects relevant to robotics builders: cutting‑edge AI reasoning breakthroughs that can power more capable humanoid control, a free‑and‑open‑source literature‑review tool that aids research and development, and the growing importance of edge computing for deploying robotics in real‑world settings. These topics together address the audience's interests in research advances, practical software resources, and emerging hardware paradigms, ordered by the immediate impact each has on building and programming robots.
= HEADLINES =
Test-Time Scaling: The Secret Sauce Behind the New Wave of PhD-Level Reasoning Models
How OpenScholar Is Redefining AI-Driven Literature Reviews
The 2030s Will Be Powered by Edge: Why the Next Decade of Computing Starts Now
Generated: 2026-02-09T16:04:13.133325-05:00
| View LLM Process
×
LLM Process for 2026-02-09T16:04:13.133325-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. 11 reasons robots struggle to scale in high-mix manufacturing
2. Flipping the script: How ‘upside-down’ AutoPallet robots solve palletizing density
3. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
4. Test-Time Scaling: The Secret Sauce Behind the New Wave of PhD-Level Reasoning Models
5. How OpenScholar Is Redefining AI-Driven Literature Reviews
6. Teresa Creech, President of MBO Partners by Beeline – Interview Series
7. AI for Good: Improving Global Educational Journeys
8. The 2030s Will Be Powered by Edge: Why the Next Decade of Computing Starts Now
9. Video Friday: Autonomous Robots Learn By Doing in This Factory
Response:
These three headlines were selected because they each cover distinct robotics topics that directly interest builders and programmers: challenges of scaling robots in manufacturing, a novel palletizing solution using specialized robots, and a real‑world example of autonomous robots learning in a factory setting. All are recent industry news items that highlight practical advances and learning opportunities for the target audience.
= HEADLINES =
11 reasons robots struggle to scale in high-mix manufacturing
Flipping the script: How ‘upside-down’ AutoPallet robots solve palletizing density
Video Friday: Autonomous Robots Learn By Doing in This Factory
Generated: 2026-02-09T12:07:10.640795-05:00
| View LLM Process
×
LLM Process for 2026-02-09T12:07:10.640795-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. Reddit Signals AI Search as Its Next Major Revenue Engine
3. Active Localization of Unstable Systems with Coarse Information
4. Coupled Local and Global World Models for Efficient First Order RL
5. This tiny power module could change how the world uses energy
Response:
These three headlines each cover a distinct area of robotics and related technology that will interest robotics enthusiasts, programmers, and builders. The first emphasizes a cutting‑edge reinforcement‑learning approach to world modeling, which directly impacts how humanoid robots learn and adapt. The second highlights active localization techniques for handling unstable systems, a core challenge in real‑world robot navigation. The third discusses a breakthrough power module that could influence the hardware design and energy efficiency of future robotic platforms. Ordered by relevance to the audience’s focus on research breakthroughs and practical robotics development, the RL world‑model paper is the most exciting, followed by localization advances, then the energy‑hardware innovation.
= HEADLINES =
Coupled Local and Global World Models for Efficient First Order RL
Active Localization of Unstable Systems with Coarse Information
This tiny power module could change how the world uses energy
Generated: 2026-02-09T08:05:53.483496-05:00
| View LLM Process
×
LLM Process for 2026-02-09T08:05:53.483496-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. Reddit Signals AI Search as Its Next Major Revenue Engine
3. Dynamic Modeling, Parameter Identification and Numerical Analysis of Flexible Cables in Flexibly Connected Dual-AUV Systems
4. Transformer-Based Reinforcement Learning for Autonomous Orbital Collision Avoidance in Partially Observable Environments
5. Active Localization of Unstable Systems with Coarse Information
6. Bioinspired Kirigami Capsule Robot for Minimally Invasive Gastrointestinal Biopsy
7. Coupled Local and Global World Models for Efficient First Order RL
8. This tiny power module could change how the world uses energy
Response:
The three headlines were selected because they each highlight distinct robotics research breakthroughs that align with the audience’s interests in emerging robotic platforms, autonomous perception, and innovative mechanical designs, while avoiding overlapping topics such as software‑only automation or unrelated tech.
= HEADLINES =
Bioinspired Kirigami Capsule Robot for Minimally Invasive Gastrointestinal Biopsy
Dynamic Modeling, Parameter Identification and Numerical Analysis of Flexible Cables in Flexibly Connected Dual-AUV Systems
Transformer-Based Reinforcement Learning for Autonomous Orbital Collision Avoidance in Partially Observable Environments
February 08, 2026
Generated: 2026-02-08T12:03:13.655379-05:00
| View LLM Process
×
LLM Process for 2026-02-08T12:03:13.655379-05:00
Model: nvidia/nemotron-3-nano-30b-a3b:free |
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. What the SpaceX acquisition of xAI means for industrial robotics
2. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
3. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
4. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
5. This tiny power module could change how the world uses energy
Response:
The three selected headlines each cover a distinct area of interest for robotics enthusiasts: the impact of a major tech acquisition on industrial robotics, a behind‑the‑scenes look at a shuttle‑focused robotics startup, and an interview with the founder of a simple‑life robotics initiative. These topics align with research breakthroughs, industry news, and builder‑focused content while avoiding unrelated technologies.
= HEADLINES =
What the SpaceX acquisition of xAI means for industrial robotics
Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
Mike Prytkov, CEO and Founder of Simple Life – Interview Series
Generated: 2026-02-08T08:04:18.110184-05:00
| View LLM Process
×
LLM Process for 2026-02-08T08:04:18.110184-05:00
Model: tngtech/deepseek-r1t2-chimera:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
3. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
4. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
5. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
6. This tiny molecular trick makes spider silk almost unbreakable
Response:
Robotics enthusiasts would prioritize AI advancements that power robotics, groundbreaking material innovations (like spider silk for durable components), and emerging biofabrication techniques that could inspire soft robotics or prosthetics. The chosen headlines cover distinct domains critical to robotics—AI development, material science, and bioengineering—while avoiding vague CEO interviews and off-topic legal/social AI debates.
= HEADLINES =
OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
This tiny molecular trick makes spider silk almost unbreakable
Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
February 07, 2026
Generated: 2026-02-07T20:03:01.730719-05:00
| View LLM Process
×
LLM Process for 2026-02-07T20:03:01.730719-05:00
Model: arcee-ai/trinity-mini:free |
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. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
2. Giving Language Models a ‘Truth Dial’
3. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
4. pagergpt Review: How I Built an E-commerce Agent in Minutes
5. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
6. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
7. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
8. This tiny molecular trick makes spider silk almost unbreakable
9. How everyday foam reveals the secret logic of artificial intelligence
Response:
Theselected headlines focus on AI and robotics advancements relevant to the audience's interests in humanoid robots and FOSS projects. "pagergpt Review" addresses virtual robotics development, a key learning tool for builders. "Giving Language Models a 'Truth Dial'" relates to improving AI reliability in robotics systems. "How everyday foam reveals the secret logic of artificial intelligence" connects materials science to AI logic, relevant for robotics prototyping. These cover distinct topics: virtual robotics, AI reliability, and materials in AI systems, avoiding legal, corporate, or unrelated biotech content.
= HEADLINES =
pagergpt Review: How I Built an E-commerce Agent in Minutes
Giving Language Models a ‘Truth Dial’
How everyday foam reveals the secret logic of artificial intelligence
Generated: 2026-02-07T16:02:23.304996-05:00
| View LLM Process
×
LLM Process for 2026-02-07T16:02:23.304996-05:00
Model: tngtech/deepseek-r1t-chimera:free |
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 ADR and Intel went underground with edge AI
2. Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi
3. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
4. Giving Language Models a ‘Truth Dial’
5. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
6. pagergpt Review: How I Built an E-commerce Agent in Minutes
7. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
8. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
9. “Wait, we have the tech skills to build that”
10. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
11. This tiny molecular trick makes spider silk almost unbreakable
12. How everyday foam reveals the secret logic of artificial intelligence
Response:
Alright, let's tackle this step by step. First, I need to identify the target audience: robotics enthusiasts, programmers, and builders interested in humanoid robots and FOSS projects. They care about research breakthroughs, industry news, and tutorials for beginners.
Looking at the headlines:
1. "How ADR and Intel went underground with edge AI" – Edge AI could be relevant for robotics, but it's not clear if it's directly about robotics.
2. "Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi" – Directly about robots and their applications, fits the audience.
3. "Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility" – Not related to robotics.
4. "Giving Language Models a ‘Truth Dial’" – More about AI language models, not robotics.
5. "OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies" – AI race, but not specifically robotics.
6. "pagergpt Review: How I Built an E-commerce Agent in Minutes" – Software automation, not robotics.
7. "Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series" – Shuttle could be a company, but unclear if it's robotics-related.
8. "Mike Prytkov, CEO and Founder of Simple Life – Interview Series" – Doesn't seem related.
9. "Wait, we have the tech skills to build that" – Vague, but could imply robotics building, which is relevant.
10. "Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”" – Bioengineering, not robotics.
11. "This tiny molecular trick makes spider silk almost unbreakable" – Materials science, potentially useful for robotics but not directly about it.
12. "How everyday foam reveals the secret logic of artificial intelligence" – More about AI logic, not robotics.
From this, headlines 2, 9, and maybe 1 or 7 are candidates. 2 is clearly relevant. 9 suggests building tech, which fits. 1 mentions edge AI, which could be applicable to robotics, but it's a bit indirect. 7 is an interview, but without knowing what Shuttle does, it's risky.
Since the audience likes tutorials and building, headline 9 about having the tech skills to build something is promising. Headline 2 is a podcast on robots for children, which is a specific application and fits. For the third, headline 1 is about edge AI, which is used in robotics for processing data on-device, so it's relevant.
= HEADLINES =
Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi
“Wait, we have the tech skills to build that”
How ADR and Intel went underground with edge AI
Generated: 2026-02-07T12:03:10.342696-05:00
| View LLM Process
×
LLM Process for 2026-02-07T12:03:10.342696-05:00
Model: arcee-ai/trinity-mini:free |
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. North American robot orders rise by 6.6% in 2025, reports A3
2. KinetIQ framework from Humanoid orchestrates robot fleets
3. How ADR and Intel went underground with edge AI
4. Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi
5. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
6. Giving Language Models a ‘Truth Dial’
7. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
8. pagergpt Review: How I Built an E-commerce Agent in Minutes
9. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
10. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
11. “Wait, we have the tech skills to build that”
12. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
13. Robots that keep moving when flipped? Sea star tube feet offer a blueprint
14. This tiny molecular trick makes spider silk almost unbreakable
15. How everyday foam reveals the secret logic of artificial intelligence
Response:
Roboticsenthusiasts and builders prioritize industry trends, technical frameworks, and cutting-edge research. The rise in robot orders signals market momentum, the KinetIQ framework enables scalable robot coordination, and sea star-inspired locomotion breakthroughs offer novel design insights. These cover distinct areas: market data, software architecture, and biomimetic innovation, aligning with FOSS and humanoid robotics interests.
= HEADLINES =
1. North American robot orders rise by 6.6% in 2025, reports A3
2. KinetIQ framework from Humanoid orchestrates robot fleets
3. Robots that keep moving when flipped? Sea star tube feet offer a blueprint
Generated: 2026-02-07T08:02:49.400877-05:00
| View LLM Process
×
LLM Process for 2026-02-07T08:02:49.400877-05:00
Model: qwen/qwen3-4b:free |
Status:
Failed (Model call failed after 1 attempts for model qwen/qwen3-4b: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. Robot development, from actuators to AI
2. How ADR and Intel went underground with edge AI
3. Machina Labs raises $124M to launch large-scale intelligent U.S. factory
4. AMD expands midrange FPGA offerings with Kintex UltraScale+ Gen 2 family
5. Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi
6. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
7. Giving Language Models a ‘Truth Dial’
8. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
9. pagergpt Review: How I Built an E-commerce Agent in Minutes
10. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
11. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
12. “Wait, we have the tech skills to build that”
13. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
14. AI-powered companionship: Harnessing music and empathetic speech in robots to combat loneliness
15. How everyday foam reveals the secret logic of artificial intelligence
Response:
{
"message": "Provider returned error",
"code": 429,
"metadata": {
"raw": "qwen/qwen3-4b: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": "Venice",
"is_byok": false
}
}
Model: tngtech/deepseek-r1t2-chimera:free |
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. Robot development, from actuators to AI
2. How ADR and Intel went underground with edge AI
3. Machina Labs raises $124M to launch large-scale intelligent U.S. factory
4. AMD expands midrange FPGA offerings with Kintex UltraScale+ Gen 2 family
5. Robot Talk Episode 143 – Robots for children, with Elmira Yadollahi
6. Harvard Analysis Finds AI Revenge Porn Blurs the Line of Legal Responsibility
7. Giving Language Models a ‘Truth Dial’
8. OpenAI and Anthropic Drop Dueling Models as AI Arms Race Intensifies
9. pagergpt Review: How I Built an E-commerce Agent in Minutes
10. Nodar Daneliya, CEO and Co-founder of Shuttle – Interview Series
11. Mike Prytkov, CEO and Founder of Simple Life – Interview Series
12. “Wait, we have the tech skills to build that”
13. Jennifer Lewis ScD ’91: “Can we make tissues that are made from you, for you?”
14. AI-powered companionship: Harnessing music and empathetic speech in robots to combat loneliness
15. How everyday foam reveals the secret logic of artificial intelligence
Response:
For robotics enthusiasts and builders, the selected headlines cover key areas of robotics development. The funding announcement from Machina Labs highlights a significant industry advancement in intelligent manufacturing, directly relevant to robotics implementation. The broad overview of robot development addresses core technical aspects (actuators to AI) that appeal to builders' practical interests. Finally, AI-powered companionship represents a cutting-edge research direction in social robotics, showcasing emotional interface breakthroughs. These three topics—industry news, foundational robotics, and human-robot interaction—avoid overlap while addressing the audience's primary interests.
= HEADLINES =
Robot development, from actuators to AI
Machina Labs raises $124M to launch large-scale intelligent U.S. factory
AI-powered companionship: Harnessing music and empathetic speech in robots to combat loneliness
