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 provenance?

AI content-provenance stories scored in the newsroom or archive — coverage counts, not a compliance score. 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.

0Scored stories in window
10Older in archive

Which scored stories are tagged AI provenance in this window?

No scored story matched this tag in the current window.

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged AI provenance?

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

  1. OpenAI's text watermark can't prove you didn't write something. I built a lab where you can watch it die. REDDIT-ARTIFICIAL · · governance 20.5
  2. Skill Constellations: Tracing the Supply Chain of Agent Skills on GitHub HF-DAILY-PAPERS · · capability 34.7
  3. Source Identification Is Not Fitness Testing: Measuring the Limits of Synthetic-Data Attribution HF-DAILY-PAPERS · · capability 33.0
  4. Semantic Behavioral Watermarking: Paraphrase-Robust and Forgery-Resistant Provenance for LLM Agents ARXIV-NEWEST · · capability 26.8
  5. IdeaLens: Detecting AI Ideas in Long-form Writing ARXIV-NEWEST · · capability 27.2
  6. SAFE-MR: Evidence Sufficiency Learning for Selective Multimodal Rumor Detection ARXIV-NEWEST · · capability 27.4
  7. Our approach to EU text provenance rules OPENAI · · capability 34.5
  8. Topology-Conditioned Backdoors: Language Models That Insert Vulnerabilities When They Infer They Are in a Multi-Agent System ARXIV-NEWEST · · capability 30.7
  9. PACMI: Provenance-Aware Cascading Memory Invalidation for Long-Term LLM Agents ARXIV-NEWEST · · capability 27.8
  10. Towards Mitigating Fabricated Consensus: The Active Provenance Gate for Multi-Agent Debate Synthesis ARXIV-NEWEST · · capability 21.1

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about AI provenance?

10 scored stories match this published needle on SIREN (0 in the live window, 10 older in the archive). AI content-provenance stories scored in the newsroom or archive — coverage counts, not a compliance score.

Which scored stories are tagged AI provenance in this window?

No scored story matched this tag in the current window.

Which older scored stories are tagged AI provenance?

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 provenance 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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