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 Red-teaming?

Red-teaming and adversarial-eval stories scored in the newsroom or archive — coverage counts, not a threat 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.

0Scored stories in window
5Older in archive

Which scored stories are tagged Red-teaming 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 Red-teaming?

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

  1. Defensive Sufficiency in a Stackelberg Model of AI Security ARXIV-NEWEST · · capability 26.5
  2. Show HN: Premortem – AI agents that red-team your startup idea HN-AI · · attention 27.5
  3. Does the Unsafe Gradient Survive a Conversation? On the Fragility of Gradient-Based Jailbreak Detection in Multi-Turn Dialogue ARXIV-NEWEST · · capability 30.1
  4. SkillDRE: Dual-Stage Red-Team Evolution of Agent Skills via Pre-Execution and Runtime Feedback HF-DAILY-PAPERS · · capability 34.6
  5. AgentXploit: Autonomous Repository-to-Runtime Red-Teaming for AI Agents ARXIV-NEWEST · · capability 21.5

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Red-teaming?

5 scored stories match this published needle on SIREN (0 in the live window, 5 older in the archive). Red-teaming and adversarial-eval stories scored in the newsroom or archive — coverage counts, not a threat forecast.

Which scored stories are tagged Red-teaming in this window?

No scored story matched this tag in the current window.

Which older scored stories are tagged Red-teaming?

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 Red-teaming 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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