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 Causal AI?

Causal inference and discovery research stories scored in the newsroom or archive — coverage counts, not a capability ranking. 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
33Older in archive

Which scored stories are tagged Causal AI in this window?

  1. Continuum Attention HF-DAILY-PAPERS · · capability 48.5

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged Causal AI?

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

  1. Introducing Humanity’s Sixth Sense, a new benchmark testing intuitive visual reasoning from spatial and causal reasoning to social understanding. The gap is significant. Humans score 93.1%, while the… REDDIT-SINGULARITY · · attention 21.2
  2. Recurrent Looped Transformer HF-DAILY-PAPERS · · capability 40.9
  3. Salt++: Context-Aligned Post-Training for Few-Step Streaming Multimodal Generation HF-DAILY-PAPERS · · capability 35.9
  4. VepAgent: Bridging Causal-Transition via Tool-Augmented Reinforcement Learning for Video Event Prediction HF-DAILY-PAPERS · · capability 45.5
  5. DSReg: Provably Recovering Individual World Latents without Reconstruction HF-DAILY-PAPERS · · capability 36.4
  6. Long-WAM: Scaling the Context of World-Action Models ARXIV-NEWEST · · capability 27.1
  7. Executing Causal Structure Learning with Linear-Attention Transformers ARXIV-NEWEST · · capability 27.0
  8. AdaPS-LiNGAM: Adaptive Predecessor Selection for Linear Non-Gaussian Acyclic Models under Small-Sample Settings ARXIV-NEWEST · · capability 27.0
  9. Probabilistic Counterfactual Inference for Discrete Outcomes in Gaussian-Process Causal Models ARXIV-NEWEST · · capability 26.9
  10. ProximalFM: Amortized Proximal Causal Inference under Hidden Confounding ARXIV-NEWEST · · capability 28.7
  11. Self-Generated Feedback Destabilizes Test-Time Training: A Causal Decomposition of Long-Horizon Adaptation HF-DAILY-PAPERS · · capability 42.7
  12. Block Disentanglement in CRL: Bridging Identifiability and Visual State Estimation ARXIV-NEWEST · · capability 27.2

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Causal AI?

34 scored stories match this published needle on SIREN (1 in the live window, 33 older in the archive). Causal inference and discovery research stories scored in the newsroom or archive — coverage counts, not a capability ranking.

Which scored stories are tagged Causal AI 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 Causal AI?

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 Causal AI 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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