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 Test-time compute?
Test-time compute and inference-time scaling stories scored in the newsroom or archive. 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 Test-time compute in this window?
- Decoupled Marginal Sharpening for Training-Free Inference-Time Scaling 32.0
- Beyond the Verdict: Agentic Code Judging with Verifiable Feedback 37.2
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Test-time compute?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- From Pareto to Preference: Personalized Test-Time Scaling via Amortized Agentic Policy Discovery 41.7
- DiVeR: Decision-Critical Verifier Learning for VLA Test-Time Scaling 37.1
- CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling 27.3
- Cheap to Draw, Expensive to Trust: Certifying Test-Time Scaling Curves 26.9
- RefCon: Iterative Refinement and Contrastive Memory Extraction for Context-Evolving Agent 28.7
- TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs 37.1
- Improving Test-Time Scaling with Adaptive Looped Transformers 57.0
- Beyond Solo and Consistency: Vindicating Multi-Agent Debate via Conditional Progressive Pruning 27.9
- HyperMCTS: Hypergraph-Augmented MCTS for Long-Horizon LLM Agents 27.6
- Strategically Diverse Sampling for Self-Training 20.6
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Test-time compute?
12 scored stories match this published needle on SIREN (2 in the live window, 10 older in the archive). Test-time compute and inference-time scaling stories scored in the newsroom or archive.
Which scored stories are tagged Test-time compute 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 Test-time compute?
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 Test-time compute 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.