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 Prompt injection?

Prompt-injection defense and exploit stories scored in the newsroom or archive — 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 Prompt injection 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 Prompt injection?

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

  1. LTBD: Learnable Trust-Boundary Delimiters for Prompt Injection Defense ARXIV-NEWEST · · capability 27.2
  2. One Copilot model refused. Another leaked secrets about half the time. REDDIT-ARTIFICIAL · · attention 28.4
  3. AdvSim2Real : Training Web Agents Against Adaptive Prompt Injection in a Web World Model ARXIV-NEWEST · · capability 26.9
  4. Selecting The Most Informative Tokens in Natural Language Autoencoders HF-DAILY-PAPERS · · capability 41.5
  5. Same Bytes, Different Authority: Reserved-Token Representations in Chat-Template Prompt Injection HF-DAILY-PAPERS · · capability 39.3

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Prompt injection?

5 scored stories match this published needle on SIREN (0 in the live window, 5 older in the archive). Prompt-injection defense and exploit stories scored in the newsroom or archive — not a threat forecast.

Which scored stories are tagged Prompt injection in this window?

No scored story matched this tag in the current window.

Which older scored stories are tagged Prompt injection?

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 Prompt injection 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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