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 Reasoning models?
Reasoning-model research and product stories scored in the newsroom or archive — coverage counts, 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.
Which scored stories are tagged Reasoning models in this window?
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Reasoning models?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Questioning the Questions: Sustaining Self-Evolution in Reasoning Models 45.4
- Selective Transfer of RL Updates for Visual Reasoning 26.8
- PyINE: A Framework for Scalable Elicitation and Oversight via Code Execution 23.4
- Reasoning Models Are Accurate but Unsound on Identification 21.5
- Better Supervision Is Nearby: Neighborhood On-Policy Self-Distillation 35.1
- Scheduling Recursive Reasoning in Looped Transformers 41.0
- Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge 43.8
- Reasoning with Continuous Latent Diffusion 29.0
- Steering Language Model Goals with Value Transplant 27.8
- Learning to Stop without Learning to Stop: Self-Supervised Confidence Training Improves Reasoning Efficiency 20.7
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Reasoning models?
11 scored stories match this published needle on SIREN (1 in the live window, 10 older in the archive). Reasoning-model research and product stories scored in the newsroom or archive — coverage counts, not a capability forecast.
Which scored stories are tagged Reasoning models 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 Reasoning models?
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 Reasoning models 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.