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Which AI stories has SIREN scored in this window? · Which AI publishers have SIREN pages? · Which AI outlets has SIREN scored stories from?

What has SIREN scored from huggingface.co?

Stories this index scored whose original link is on huggingface.co. The words belong to that publisher. The score is computed here and measures activity tempo inside the window, not whether the story is good or bad, and not a probability of harm.

830Scored stories (live + archive)
80In live window
750Older in archive

Which scored stories are on huggingface.co in this window?

  1. Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation · hf-daily-papers 54.6
  2. LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation · hf-daily-papers 51.2
  3. ActionOPD: Distilling Decisions, Not Tokens · hf-daily-papers 50.9
  4. LensErase: A Foundation Model for Erase Anything · hf-daily-papers 50.0
  5. Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory · hf-daily-papers 49.8
  6. Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation · hf-daily-papers 48.7
  7. Hybrid Reasoning Agents · hf-daily-papers 48.4
  8. KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization · hf-daily-papers 48.4
  9. APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation · hf-daily-papers 47.5
  10. Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents · hf-daily-papers 47.2
  11. HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution · hf-daily-papers 46.6
  12. Towards Agentic Robots: Model, Data, Environment, and Harness · hf-daily-papers 46.6
  13. More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning · hf-daily-papers 45.5
  14. τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions · hf-daily-papers 45.5
  15. RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models · hf-daily-papers 45.0
  16. Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generation · hf-daily-papers 45.0
  17. DecisionRobust: Benchmarking Robustness for JEV Style Decision Models Across Text and Vision · hf-daily-papers 44.9
  18. GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning · hf-daily-papers 44.4
  19. G^3VLA: Geometric Inductive Bias for Vision-Language-Action Models · hf-daily-papers 44.4
  20. SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership Verification · hf-daily-papers 43.0
  21. Are We Testing Too Much? A Survey of Benchmark Compression for Efficient Evaluation of Large Language Models · hf-daily-papers 43.0
  22. TextVerifier: Seeing Beyond Recognition to Verify Chinese Text Rendering · hf-daily-papers 43.0
  23. Long-Horizon RL Needs Muon · hf-daily-papers 43.0
  24. Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following · hf-daily-papers 41.9
  25. Exploring the Limits of Combinatorial Generalization in Embodied Manipulation · hf-daily-papers 41.9
  26. SafeDriveVLA: Navigation-Conditioned World Model Dreaming for Conflict-Aware End-to-End Autonomous Driving · hf-daily-papers 41.9
  27. VITAL: From Visual Motion to Precise Action · hf-daily-papers 41.9
  28. Physical Time as a Missing Dimension of Robot Policy Memory Dynamics · hf-daily-papers 41.9
  29. What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds · hf-daily-papers 41.9
  30. Acting Through Registers · hf-daily-papers 41.9
  31. MimicX: Policy-in-the-Loop Supervision Refinement for Video-Driven Humanoid Motion Tracking · hf-daily-papers 40.5
  32. Training LLMs for Multi-Agent Collaboration with Verifiable Information Rewards · hf-daily-papers 40.5
  33. Diff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editing · hf-daily-papers 40.5
  34. SWEeper-Bench: Can Agents Discover Bugs in Interactive Software? · hf-daily-papers 40.5
  35. MA-Bench: Measuring Operational Planning in Language Models · hf-daily-papers 38.0
  36. Continuum Attention · hf-daily-papers 48.5
  37. Player-1: Learning to Play from Synthetic Experience · hf-daily-papers 64.3
  38. Recovering Reliable Supervision via Critique-Guided On-Policy Distillation · hf-daily-papers 60.0
  39. The COUNT: Counting N-grams Unlocks Scaling on Host Memory and Training-Free Adaptation · hf-daily-papers 50.6
  40. HiRO-ACEv2: Simulating extreme weather at 3 km resolution for a fraction of the cost · huggingface-blog 33.0

40 more on Which AI stories has SIREN scored in this window?.

Which older scored stories are on huggingface.co?

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

  1. RSI-Anything: Unlocking Recursive Self-Improvement with World Models · hf-daily-papers 48.3
  2. autotrust/JEV-35B — trending on Hugging Face · hf-trending-models 40.3
  3. vllm-sr/d3 — trending on Hugging Face · hf-trending-models 32.8
  4. autotrust/GLM5.3-Flash-E192-DGX-Spark — trending on Hugging Face · hf-trending-models 35.6
  5. LiquidAI/LFM2.5-24B-A2B-GGUF — trending on Hugging Face · hf-trending-models 38.8
  6. Qwen/Qwen-Image-2.1-Turbo — trending on Hugging Face · hf-trending-models 41.6
  7. Cloudflare/clef-omni — trending on Hugging Face · hf-trending-models 37.0
  8. One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts · hf-daily-papers 35.1
  9. OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning · hf-daily-papers 38.4
  10. Pumpire: Unified Benchmark for Metric Distance Estimation · hf-daily-papers 39.1
  11. Beyond Spatio-Temporal Priors: A Generalizable Approach for Dense Correspondence Matching · hf-daily-papers 42.8
  12. Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict · hf-daily-papers 35.1

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored from huggingface.co?

830 scored stories whose original URL is on huggingface.co (80 in the live window, 750 older in the archive). The words belong to that publisher; the score measures activity tempo.

Which scored stories are on huggingface.co in this window?

80 scored stories whose original URL is on huggingface.co in the current window. The words belong to that publisher — not a publisher doom score.

Which older scored stories are on huggingface.co?

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

Which other publishers have scored stories?

Other publisher hosts that clear the substance gate, each linking What has SIREN scored from that domain?

Does SIREN publish a huggingface.co doom score?

No. Activity tempo, not probability of harm. An outlet page lists scored stories from that host — not a ranking of how dangerous the publisher is.

Which other publishers have scored stories?

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