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 Vision-language models?

VLM and vision-language model stories scored in the newsroom or archive — coverage counts, not a capability forecast. 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.

3Scored stories in window
50Older in archive

Which scored stories are tagged Vision-language models in this window?

  1. TextVerifier: Seeing Beyond Recognition to Verify Chinese Text Rendering HF-DAILY-PAPERS · · capability 43.0
  2. Equal CER, Unequal Damage: Severity-Weighted Character Error Rate for OCR ARXIV-NEWEST · · capability 32.0
  3. PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos HF-DAILY-PAPERS · · capability 38.9

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged Vision-language models?

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

  1. Narrow Multimodal Fine-Tuning Can Induce Emergent Misalignment LESSWRONG · · governance 23.4
  2. Embodied Turing Machines: Stateful Code for Robot Recursive Self-Improvement HF-DAILY-PAPERS · · capability 38.0
  3. OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs HF-DAILY-PAPERS · · capability 42.5
  4. V-CoLA: Vision Token Compression with Linear Attention HF-DAILY-PAPERS · · capability 35.2
  5. Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI HF-DAILY-PAPERS · · capability 33.3
  6. FastBench: Can Streaming VLMs Perceive High-Dynamic Real-World Streams? ARXIV-NEWEST · · capability 26.9
  7. ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills ARXIV-NEWEST · · capability 27.4
  8. SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models ARXIV-NEWEST · · capability 27.5
  9. Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models ARXIV-NEWEST · · capability 27.6
  10. Co-Evolving Robot Orchestrators and Policies through Deployment HF-DAILY-PAPERS · · capability 33.1
  11. UniWAM: Unified World-Action Model HF-DAILY-PAPERS · · capability 45.8
  12. Rephrase Before You Act: Characterizing and Mitigating Language Sensitivity in Vision-Language-Action Models ARXIV-NEWEST · · capability 27.1

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Vision-language models?

53 scored stories match this published needle on SIREN (3 in the live window, 50 older in the archive). VLM and vision-language model stories scored in the newsroom or archive — coverage counts, not a capability forecast.

Which scored stories are tagged Vision-language models in this window?

3 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 Vision-language models?

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 Vision-language models 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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