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 hallucination?

Hallucination and factuality stories scored in the newsroom or archive — coverage counts, not a harm 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.

1Scored stories in window
18Older in archive

Which scored stories are tagged AI hallucination in this window?

  1. MolLean: A Process-Verifiable Language for Chemical Reasoning ARXIV-NEWEST · · capability 32.0

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged AI hallucination?

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

  1. Every Model That Can Be Run On 10-16GB VRAM Ranked REDDIT-LOCALLLAMA · · attention 23.1
  2. PHRBench: A Behavioral Evaluation of Post-Hallucination Reasoning in LLMs ARXIV-NEWEST · · capability 26.9
  3. The Labeling Problem in Hallucination Detection Benchmarks: An Empirical Evaluation ARXIV-NEWEST · · capability 29.2
  4. DEPICT: Scoring Text-to-Image Alignment by Answer Agreement HF-DAILY-PAPERS · · capability 32.1
  5. OmniConfess: Eliciting Token Confessions to Mitigate Omni-Modal Hallucination HF-DAILY-PAPERS · · capability 36.0
  6. Where Does Retrieval-Based Open-Ended Evaluation Fail? Automatic Taxonomy Induction from Long-Form Medical Answer Factuality Verification HF-DAILY-PAPERS · · capability 40.8
  7. Grounding Probes: Generator-Independent Hallucination Detection from Observer Model Hidden States ARXIV-NEWEST · · capability 22.9
  8. AI hallucinations are making entitled customers even worse VERGE-AI · · attention 19.8
  9. Devils in Question Relay: Source-Conditioned Relay Steering to Mitigate Hallucinations in Audio-visual Large Language Models HF-DAILY-PAPERS · · capability 33.8
  10. External Observers May See More Clearly: Cross-Model Span-Level Hallucination Detection in Large Language Models via Hidden State Probing ARXIV-NEWEST · · capability 28.2
  11. Artificial Analysis says Gemini 4 Argon (high) matches GPT-6 Astra (max) on its Intelligence Index and has a 15% hallucination rate, compared with 51% for Astra (Artificial Analysis) TECHMEME · · attention 33.8
  12. RFK Jr. thinks AI will free us from the "tyranny" of medical facts, expertise ARSTECHNICA-AI · · attention 26.1

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about AI hallucination?

19 scored stories match this published needle on SIREN (1 in the live window, 18 older in the archive). Hallucination and factuality stories scored in the newsroom or archive — coverage counts, not a harm forecast.

Which scored stories are tagged AI hallucination in this window?

1 scored story 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 hallucination?

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 hallucination 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?

SIREN is free and carries no display ads. Keep it running: Support SIREN on Ko-fi →

News & alerts live · news – · SIREN score (hourly) Feedback ☕ Support𝕏 Post