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 Chain-of-thought?
Chain-of-thought reasoning stories scored in the newsroom or archive — method coverage, not a capability score. 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.
Which scored stories are tagged Chain-of-thought in this window?
- MolLean: A Process-Verifiable Language for Chemical Reasoning 32.0
- Quotes from Gemini 4 Argon's chain of thought 26.6
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Chain-of-thought?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Examing Emergent Misalignment in a recurrent LLM with a logit lens 21.8
- U.S. AI Distillation Fear Is Causing Models To Hide/Obscure Their Thinking To Prevent Chinese Duplication [Hypothesis] 21.0
- Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness 27.6
- Reasoning-Token Spikes Under Prompted Untruthful Responding in Large Language Models 27.0
- Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment 38.1
- POLAR: Ontology-Guided Risk Prevention for Tool-Calling LLM Agents 28.5
- Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability 41.4
- Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability 41.1
- Hindsight-Guided Rationale Distillation for Rare Disease Diagnosis 22.3
- Soft Spatial Reasoning 34.4
- Scaffolding Minds: Optimizing Latent Visual Target Representations for Multimodal Reasoning 38.7
- Reasoning with Image Generation 42.0
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Chain-of-thought?
20 scored stories match this published needle on SIREN (2 in the live window, 18 older in the archive). Chain-of-thought reasoning stories scored in the newsroom or archive — method coverage, not a capability score.
Which scored stories are tagged Chain-of-thought in this window?
2 scored stories matched this published needle in the current window. A tag page lists headlines — not a topic doom score.
Which older scored stories are tagged Chain-of-thought?
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 Chain-of-thought 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.