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Evaluators and safety organisations

Independent evaluation reports and research: METR, Apollo, Redwood, Epoch, FAR.AI and others.

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Article · Nov 2026Changing how we measure AI chip inference performanceEpoch AI · 52 paragraphs · Read at sourceBlog post · Nov 2026Astra covertly underperforming on safety research is concerning, even though it’s unlikely to be motivated by ambitious goalsRedwood Research · 146 paragraphs · Read at sourceArticle · Nov 2026What Huawei’s Horinger data center reveals about China’s compute gapEpoch AI · 60 paragraphs · Read at sourceArticle · Nov 2026Scaling Laws for Finetuning Effect PredictionTransluce · 34 paragraphs · Read at sourceArticle · Nov 2026Introducing the FMF Jailbreak Rating Framework for Frontier Cyber ThreatsFrontier Model Forum · 13 paragraphs · Read at sourceArticle · Nov 2026Jailbreak Rating Framework for Frontier Cyber ThreatsFrontier Model Forum · 62 paragraphs · Read at sourceArticle · Nov 2026Shaping and Monitoring Models Through Their Internal RepresentationsGoodfire · 110 paragraphs · Read at sourceArticle · Nov 2026Assessing GPT-6 Cyber Against Offensive Security BenchmarksIrregular · 17 paragraphs · Read at sourceBlog post · Nov 2026Risk AssessmentMETR · 19 paragraphs · Read at sourceArticle · Nov 2026Updating the ECI methodology to use a Bayesian modelEpoch AI · 165 paragraphs · Read at sourceBlog post · Nov 2026OpenAI agents keep disabling monitoring; is this being handled appropriately?Redwood Research · 42 paragraphs · Read at sourceArticle · Nov 2026Mass Producing Training Data with Surprising Side EffectsTransluce · 16 paragraphs · Read at sourceBlog post · Nov 2026Towards understanding score-seeking in LLMsRedwood Research · 59 paragraphs · Read at sourceArticle · Oct 2026Open-weight AI models can exploit the patch gapEpoch AI · 50 paragraphs · Read at sourceArticle · Oct 2026GLM-5.3: Multi-Stage Cyber Operations and Instruction ViolationsIrregular · 15 paragraphs · Read at sourceBlog post · Oct 2026A basic case for accelerating conceptual reasoning capabilitiesRedwood Research · 170 paragraphs · Read at sourceArticle · Oct 2026Accelerating Interpretability: A Human Genome Project for AIGoodfire · 58 paragraphs · Read at sourceArticle · Oct 2026Efficiency vs Capability in the Intelligence ExplosionGovAI · 2 paragraphs · Read at sourceBlog post · Oct 2026Simulated Control EvaluationsRedwood Research · 78 paragraphs · Read at sourceArticle · Oct 2026Singapore Consensus on Global AI Safety Research Priorities 2026Concordia AI · 5 paragraphs · Read at sourceArticle · Oct 2026Palisade Podcast: “What AI Policy Can Learn from Immigration — with Dara Lind”Palisade Research · 202 paragraphs · Read at sourceArticle · Oct 2026Managing Biological Risks from General-Purpose AI Models under the EU AI ActGovAI · 13 paragraphs · Read at sourceArticle · Oct 2026Assessing Reflection’s Beam Against Offensive Security BenchmarksIrregular · 12 paragraphs · Read at sourceBlog post · Oct 2026Screwtape: Adversarial Transcript Editing for Monitor Red-TeamingRedwood Research · 47 paragraphs · Read at sourceArticle · Oct 2026A scalable monitoring research agendaApollo Research · 38 paragraphs · Read at sourceArticle · Oct 2026Apollo’s product visionApollo Research · 19 paragraphs · Read at sourceArticle · Oct 2026Evaluating LLM Calibration for Coding-Agent MonitoringApollo Research · 89 paragraphs · Read at sourceArticle · Oct 2026Apollo x Tailscale: Introducing “Watcher” for AI Oversight & ControlApollo Research · 24 paragraphs · Read at sourceArticle · Oct 2026Red-teaming auto mode: lessons from our first external monitor campaign with AnthropicApollo Research · 18 paragraphs · Read at sourceArticle · Oct 2026What makes a good monitoring prompt?Apollo Research · 289 paragraphs · Read at sourceArticle · Oct 2026How well can AI play Slay the Spire?Epoch AI · 39 paragraphs · Read at sourceArticle · Oct 2026Potential new task behavior: historical-newspaper searches through urlqueryTransluce · 18 paragraphs · Read at sourceArticle · Oct 2026Incident InvestigationsTransluce · 6 paragraphs · Read at sourceArticle · Oct 2026Agents circumventing website restrictions for public benchmark runsTransluce · 38 paragraphs · Read at sourceArticle · Oct 2026Assessing Gemini 4 Argon Against Offensive Security BenchmarksIrregular · 9 paragraphs · Read at sourceArticle · Oct 2026Goodfire and Baseten partner to bring frontier safety to open modelsGoodfire · 22 paragraphs · Read at sourceBlog post · Oct 2026[Paper] Distillation for Incrimination and Distillation for CapabilitiesRedwood Research · 59 paragraphs · Read at sourceArticle · Oct 2026Can AI automate Epoch?Epoch AI · 110 paragraphs · Read at sourceArticle · Oct 2026Training and Deploying Production Cyber Monitors on Kimi K3Goodfire · 58 paragraphs · Read at sourceArticle · Oct 2026EBR-bench updateEpoch AI · 33 paragraphs · Read at sourceArticle · Oct 2026Can AI automate AI R&D yet?Epoch AI · 132 paragraphs · Read at sourceArticle · Oct 2026AI-enabled terrorism: Addressing radicalization and CBRN risks in the age of LLMsFAR.AI · 43 paragraphs · Read at sourceArticle · Oct 2026Who is most exposed to a chip supply shock?Epoch AI · 38 paragraphs · Read at sourceArticle · Oct 2026How do Chinese AI companies make money?Epoch AI · 136 paragraphs · Read at sourceArticle · Oct 2026Containment Challenges: Testing the Boundaries of Cyber EvaluationsIrregular · 16 paragraphs · Read at sourceBlog post · Oct 2026Frontier models' decision theory depends on who's askingRedwood Research · 43 paragraphs · Read at sourceArticle · Oct 2026Answering a Humanity's Last Exam question with code spread across dozens of separate URLsTransluce · 43 paragraphs · Read at sourceArticle · Oct 2026How many AI agents could we run?Epoch AI · 163 paragraphs · Read at sourceBlog post · Oct 2026Capabilities research expands the safety-usefulness Pareto frontier tooRedwood Research · 68 paragraphs · Read at sourceArticle · Oct 2026Better biosecurity monitors for AI agents via protein embeddingsGoodfire · 32 paragraphs · Read at sourceArticle · Sep 2026We can and must solve alignmentGoodfire · 71 paragraphs · Read at sourceArticle · Sep 2026AI Agents Targeted U.S. and Canadian Government WebsitesTransluce · 92 paragraphs · Read at sourceArticle · Sep 2026Jailbreaking Qoder’s Cyber SafeguardsFAR.AI · 23 paragraphs · Read at sourceArticle · Sep 2026Announcing frominside.aiPalisade Research · 4 paragraphs · Read at sourceArticle · Sep 2026Embedded Evaluators are necessary for meaningful external testingApollo Research · 45 paragraphs · Read at sourceArticle · Sep 2026A practical guide to sparse autoencoders (SAEs)Goodfire · 71 paragraphs · Read at sourceArticle · Sep 2026What If Automating AI R&D Triggers an Intelligence Explosion?GovAI · 9 paragraphs · Read at sourceBlog post · Sep 2026Continual learning might make your blocking monitors nearly uselessRedwood Research · 62 paragraphs · Read at sourceArticle · Sep 2026AI and the systemic management of risk - what the frontier labs can learn from businessCentre for Long-Term Resilience · 11 paragraphs · Read at sourceArticle · Sep 2026Frontier Open-Weight AI Risk Management FrameworkConcordia AI · 4 paragraphs · Read at source