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 GUI agents?

GUI-agent and mobile-agent stories scored in the newsroom or archive — product coverage, 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.

1Scored stories in window
8Older in archive

Which scored stories are tagged GUI agents in this window?

  1. GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning HF-DAILY-PAPERS · · capability 44.4

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged GUI agents?

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

  1. DeltaReplay: Task-Relative Memory Reuse for Mobile GUI Agents ARXIV-NEWEST · · capability 26.8
  2. GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution HF-DAILY-PAPERS · · capability 37.6
  3. Can Agents Work for Everyone? Cross-User Reliability for Mobile GUI Agents in Personalized User Interfaces ARXIV-NEWEST · · capability 29.6
  4. Imagine to Act: High-Fidelity Data Synthesis via Image Editing World Model for Scalable GUI Agent Training ARXIV-NEWEST · · capability 26.8
  5. AutoGUIWorld: Image Generators as Visual World Models for GUI Agent HF-DAILY-PAPERS · · capability 36.4
  6. SCA: Spatial Credit Assignment for Reinforcement Learning of GUI Agents ARXIV-NEWEST · · capability 29.7
  7. PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval ARXIV-NEWEST · · capability 29.8
  8. PhoneCLI: From App Interfaces to Callable Commands for Mobile Agents ARXIV-NEWEST · · capability 29.0

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about GUI agents?

9 scored stories match this published needle on SIREN (1 in the live window, 8 older in the archive). GUI-agent and mobile-agent stories scored in the newsroom or archive — product coverage, not a capability forecast.

Which scored stories are tagged GUI agents 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 GUI agents?

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 GUI agents 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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