Which AI stories has SIREN scored in this window? · Which AI activity pillars have SIREN pages? · Which AI activity pillars has SIREN scored?
What has SIREN scored under Capability?
Preprints, model releases, release notes, repository activity. The field leaves a paper trail every time it moves. This pillar counts the trail; it does not read it.
This page is the crawlable face of the Capability filter on the newsroom. The composite SIREN reading still lives on AI activity index today · SIREN; the method is on How the SIREN AI activity index is computed · methodology.
Which scored stories are under Capability in this window?
- Q&A: The “collision” between AI, your brain, and society 30.8
- openai/openai-agents-python v0.24.0 40.8
- More Than Three Quarters of Small Business Owners Say AI Makes Them More Productive, But Most Need More Guidance 33.3
- Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation 54.6
- LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation 51.2
- ActionOPD: Distilling Decisions, Not Tokens 50.9
- LensErase: A Foundation Model for Erase Anything 50.0
- Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory 49.8
- Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation 48.7
- Hybrid Reasoning Agents 48.4
- KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization 48.4
- APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation 47.5
- Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents 47.2
- HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution 46.6
- Towards Agentic Robots: Model, Data, Environment, and Harness 46.6
- More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning 45.5
- τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions 45.5
- RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models 45.0
- Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generation 45.0
- DecisionRobust: Benchmarking Robustness for JEV Style Decision Models Across Text and Vision 44.9
- GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning 44.4
- G^3VLA: Geometric Inductive Bias for Vision-Language-Action Models 44.4
- SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership Verification 43.0
- Are We Testing Too Much? A Survey of Benchmark Compression for Efficient Evaluation of Large Language Models 43.0
- TextVerifier: Seeing Beyond Recognition to Verify Chinese Text Rendering 43.0
- Long-Horizon RL Needs Muon 43.0
- Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following 41.9
- Exploring the Limits of Combinatorial Generalization in Embodied Manipulation 41.9
- SafeDriveVLA: Navigation-Conditioned World Model Dreaming for Conflict-Aware End-to-End Autonomous Driving 41.9
- VITAL: From Visual Motion to Precise Action 41.9
- Physical Time as a Missing Dimension of Robot Policy Memory Dynamics 41.9
- What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds 41.9
- Acting Through Registers 41.9
- MimicX: Policy-in-the-Loop Supervision Refinement for Video-Driven Humanoid Motion Tracking 40.5
- Training LLMs for Multi-Agent Collaboration with Verifiable Information Rewards 40.5
- Diff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editing 40.5
- SWEeper-Bench: Can Agents Discover Bugs in Interactive Software? 40.5
- MA-Bench: Measuring Operational Planning in Language Models 38.0
- googleapis/python-genai v2.31.0 39.6
- ollama/ollama v0.40.5 38.4
143 more in the window — see Which scored AI stories are in the SIREN live window?.
Which older scored stories are under Capability?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Presentation: You Can't Trust Your AI Bill. And Neither Can I 18.2
- Article: When Should You Use Liquid Clustering? Benchmarking Lakehouse Layout Strategies 18.2
- Podcast: What Does It Really Mean To Program With AI: A Conversation with Joy Ebertz 18.2
- Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots 19.4
- Self-Compacting Language Model Agents 22.1
- Private, offline and yours: how to search the literature with local AI systems 20.9
- Award-winning microscopy image disqualified over AI use 20.9
- RSI-Anything: Unlocking Recursive Self-Improvement with World Models 48.3
- Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged 22.1
- Machine learning analysis of cilia driven particle transport distinguishes primary ciliary dyskinesia from normal cilia 20.9
- Hidden signals in sleep can predict future health 20.9
- I told ChatGPT to ‘continue’ — it went too far 23.9
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored under Capability?
183 scored stories under the Capability pillar in the live window (2116 older in the archive). Preprints, model releases, release notes, repository activity. The field leaves a paper trail every time it moves. This pillar counts the trail; it does not read it. Current reading: 66.4 of 100 this hour.
Which scored stories are under Capability in this window?
183 scored stories under Capability in the current window. A pillar filter on the newsroom — not a pillar doom score.
Which older scored stories are under Capability?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
Which other pillars have scored stories?
The other SIREN pillars, each linking What has SIREN scored under that pillar?
Does SIREN publish a Capability doom score?
No. Activity tempo, not probability of harm. A pillar page lists scored stories and the live tempo reading against this index’s frozen reference.
Which other pillars have scored stories?
Search-shaped directory: Which AI activity pillars has SIREN scored?.