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 AI calibration?
Confidence-calibration 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.
Which scored stories are tagged AI calibration in this window?
- Hindsight: a trivia + calibration game 28.2
- SafeAdapt-Poker: Counterfactual Risk Calibration for Budgeted Adaptation under Opponent Shift 32.0
- Can an Agent Learn to Predict Its Own Failure? Outcome-Grounded Confidence Calibration in LLM Agents 33.9
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged AI calibration?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- DreamTrue: Action-Faithful Robot World Model with Counterfactual Post-Training 42.0
- MARGIN: Runtime Confidence Calibration for Multi-Agent Foundation Model Coordination 31.9
- Layerwise Error Attribution for Fast and Robust Mixed-Precision Post-Training Quantization 26.6
- Detecting a Shift Is Not Enough: Exact Minimax Limits of Linear Representation Repair 28.7
- Robot Learning with Visual Predicted Force 23.4
- Coverage You Can Steer: Online Conformal Calibration for RL-Driven Hardware-Aware NAS 22.2
- Jev thinks "I don't know'', but doesn't say it: Introducing Sys1Cal-v1 Dataset for Probability Calibration 38.1
- VStress: Correlation-Aware Auditing and Adaptive Budget Allocation for Repeated Verifiers 29.6
- Calibrate the Decisions That Change the Future: On-Policy Post-Training Quantization for Multimodal Large Language Models 30.0
- A Unified Uncertainty Representation for Graph Neural Networks via Doubly-Spectral Stochastic Expansion 28.8
- From Migration to Calibration: Preserving Agent Capabilities across Models, Jurisdictions, and Scale 30.3
- Jev in Medicine: A Benchmark Evaluation. Preliminary Results 28.1
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about AI calibration?
17 scored stories match this published needle on SIREN (3 in the live window, 14 older in the archive). Confidence-calibration research stories scored in the newsroom or archive — coverage counts, not a capability ranking.
Which scored stories are tagged AI calibration in this window?
3 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 AI calibration?
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 AI calibration 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.