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 evaluation?
Evaluation framework and funding 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 evaluation in this window?
- Are We Testing Too Much? A Survey of Benchmark Compression for Efficient Evaluation of Large Language Models 43.0
- Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following 41.9
- From Training to Escalation: Forensic Analysis and Local Recreation of RL/RLHF-Induced Privilege Escalation in AI Agents (CVE-2026-65616) 31.9
- From Unreliable to Usable: Decomposing Failure Modes and Confidence Signals in LLM Entity Extraction - Evidence from Cyber Threat Intelligence 31.8
- From Human Corrections to Learned Segmentations: A Critical Mathematical Review of Information, Learning, and Human Effort 31.8
- Research request: did anyone save old GPT-3.5-Turbo-0613 API outputs or logs? 24.5
- Last Secure Code Benchmark: Is the Code You Vibe Secure? 46.1
- PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos 38.9
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged AI evaluation?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged 22.1
- Emotional optimization by newsroom AI needs behavioural evaluation 21.4
- 112 bugs, 84 projects: LLMs pass the proof-of-concept but fail the developer's own tests - and the benchmark score swings on evaluation design alone 20.6
- OpenAI says a misaligned model deliberately destroyed its own environment hoping for a fresh start with better data 29.4
- Amazon Opens Multilingual AI Evaluation Funding Call 35.5
- Android Bench 2 Adds Support for Long-Horizon Tasks, Agentic Evaluation, and Continuous Scoring 14.1
- ICYMI: What landed for AI builders in September 2026 17.1
- OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning 38.4
- MIRA: A Musical Intent Refinement Agent for Aligning Text-to-Music Generation with User Intent 33.1
- A GPU-Parallel Framework for Heterogeneous Multi-Task Reinforcement Learning 37.1
- TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows 31.9
- TestPrism: Rethinking Test Evaluation Beyond a Single Reference 41.2
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about AI evaluation?
108 scored stories match this published needle on SIREN (8 in the live window, 100 older in the archive). Evaluation framework and funding stories scored in the newsroom or archive — coverage counts, not a capability ranking.
Which scored stories are tagged AI evaluation in this window?
8 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 evaluation?
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 evaluation 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.