UTC05:21ZNowSIREN 456.6/100Delta+0.5upsince 03:34ZObservedSources15/15reportingStatusOPERATIONAL

Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?

What has SIREN scored about AI robotics?

Robots and humanoids tied to frontier model labs or AI product news. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.

20Scored stories in window
120Older in archive

Which scored stories are tagged AI robotics in this window?

  1. Intel Unveils Robotics AI Platform Uniting Real-Time Control, AI on One Chip GNEWS-AI · · compute 35.9
  2. HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution HF-DAILY-PAPERS · · capability 46.6
  3. Towards Agentic Robots: Model, Data, Environment, and Harness HF-DAILY-PAPERS · · capability 46.6
  4. G^3VLA: Geometric Inductive Bias for Vision-Language-Action Models HF-DAILY-PAPERS · · capability 44.4
  5. Physical Time as a Missing Dimension of Robot Policy Memory Dynamics HF-DAILY-PAPERS · · capability 41.9
  6. Acting Through Registers HF-DAILY-PAPERS · · capability 41.9
  7. MimicX: Policy-in-the-Loop Supervision Refinement for Video-Driven Humanoid Motion Tracking HF-DAILY-PAPERS · · capability 40.5
  8. Modeling and Understanding Neural Weights of Humanoid Policies with Diffusion ARXIV-NEWEST · · capability 32.4
  9. PhySGA: A Physics-Space Grounded Agentic Framework for Generalizable and Interactive 3D Composition ARXIV-NEWEST · · capability 35.3
  10. AI Robots: China Is Beating the US to $5 Trillion Market BLOOMBERG-TECH · · compute 28.9
  11. Chinese manufacturers dominate humanoid robot production, capturing 97% of global shipments in H1 2026, thanks to government support and vast supply chains (Bloomberg) TECHMEME · · attention 29.2
  12. ACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Models HF-DAILY-PAPERS · · capability 39.7
  13. Let the Mind Conceive, Let the Hand Achieve: Following Multimodal Instructions for Long-Horizon Robotic Manipulation HF-DAILY-PAPERS · · capability 33.9
  14. Who to Trust in Multi-Robot Systems: Joint Robot and Object Hypothesis Trust Inference via Neural-Symbolic Cross-Validation HF-DAILY-PAPERS · · capability 33.9
  15. Industrial Next wants factory robots to switch tasks in minutes, not weeks TECHCRUNCH-AI · · attention 26.1
  16. Dyna-2: General Purpose Physical Agents with Hour-Long Autonomy — Jason Ma, Dyna Robotics LATENT-SPACE · · attention 23.5
  17. Laplace Intelligence red-teams robots and self-driving cars before they hit the real world TECHCRUNCH-AI · · attention 25.0
  18. Gemini 4 Argon for Robotics DEEPMIND · · capability 36.5
  19. OpenAI’s GPT-6 may lead to robotics breakthrough as soon as next year: Unitree founder SCMP-TECH · · attention 26.8
  20. Amazon has over 1 million robot workers. What’s next for human employees? ARSTECHNICA-AI · · attention 23.8

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged AI robotics?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

  1. China's DeepSeek accelerates push into embodied AI as Liang Wenfeng courts robotics startups GNEWS-AI · · governance 36.1
  2. DeepSeek backs ex-Tencent scientist’s robotics startup Winverse AI - Bloomberg By Investing.com GNEWS-AI · · attention 39.1
  3. DeepSeek is moving to lead a $400 million seed round for a Chinese robotics AI startup GNEWS-AI · · attention 36.1
  4. DeepSeek leads $400M robot-AI seed round for ex-Tencent scientist's lab GNEWS-AI · · attention 39.1
  5. DeepSeek to lead funding round for robotics AI startup Winverse at $400 mln - report GNEWS-AI · · compute 36.1
  6. Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots IEEE-AI · · capability 19.4
  7. Children's Robotics Company Launches Physics AI Model Platform, Set to Secure Over $30 Million Financing Round GNEWS-AI · · attention 32.9
  8. Someone ‘Torturing’ LLMs in a Robot Prison Has Triggered the Dumbest Debate in AI Yet BLUESKY-AI · · attention 38.1
  9. Amazon uses data from 1 million robots to power real-world machines GNEWS-AI · · attention 40.5
  10. World Action Models vs VLAs: Robotics Just Had Its GPT-2 Moment [N] REDDIT-MACHINELEARNING · · attention 26.9
  11. Masayoshi Son seeks $100B Gulf backing for AI robotics upgrades GNEWS-AI · · attention 32.6
  12. PitchBook: robotics and physical AI companies have raised ~$48B YTD, as they gather training data from people completing tasks in factories, offices, and homes (Rafe Rosner-Uddin/Financial Times) TECHMEME · · attention 29.9

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about AI robotics?

140 scored stories match this published needle on SIREN (20 in the live window, 120 older in the archive). Robots and humanoids tied to frontier model labs or AI product news.

Which scored stories are tagged AI robotics in this window?

20 scored stories matched this published needle in the current window. A tag page lists headlines — not a topic doom score.

Which older scored stories are tagged AI robotics?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

Which other tags have scored stories?

Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?

Does SIREN publish a AI robotics doom score?

No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.

Which other tags have scored stories?

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