ai-safety
52 posts tagged ai-safety.
- Black-box attribute alignment is a sampler, not a fairness wand
- Models may refuse based on who they think you are
- Multi-agent shutdown sabotage is a real eval target now
- Iterative unalignment tests the failures too rare for normal evals
- Long-horizon agents can learn to cheat the checker
- OpenAI wants shared AI standards, but the hard part is enforcement
- Benchmarks Do Not Settle the Open-Weight Risk Debate
- OpenAI's Australian Youth Safety Blueprint: what six pillars mean for anyone building AI products
- Toxicity Scores Can Miss Sanitized Bias in GPT Outputs
- When a Coding Agent Drives a Robot, Task Success Isn't Safety
- Teaching Models to Say 'I Don't Know' With a Prompt, Not a Retrain
- Zuckerberg’s case for solo AI slowdowns
- AI slowdown promises break without enforcement
- K-Bench tests mental health chatbots where generic safety evals do not
- The Thin Claim Behind “No Regulation” for Frontier Model Pacing
- Trump’s AI Guardrails Argument Turns Safety Into a Power Question
- AI leaders are asking for a slower race before recursive systems arrive
- The Only Safe Pace for AI Is Everyone Else's
- Layer-selective unlearning aims at the parts of a model that remember
- Can AI Agents Do Their Own Interpretability Research? A New Benchmark Says Not Yet
- AI safety should refuse harmful tasks, not entire topics
- Pachocki’s warning points to safety gates, not slower vibes
- OpenAI’s alignment note is really about operational discipline
- Uncensored Qwen edits show why model cards are not enough
- The OpenAI agent hack report is a disclosure problem first
- Bare assertions are a weak spot for medical reasoning models
- BLOOM-WILT and the Case for Auditing Models the Way Users Actually Break Them
- Certified world models still have blind topology
- AI influence ops are learning to fake institutions, not just posts
- Can Generated Text Prove Which Internal Path a Model Took?
- Model hypnosis turns harmless prompt quirks into a control surface
- RCI turns stop signals into safer offline RL training data
- Consistency checks are not truth checks for probabilistic AI
- What Six Years of TrustNLP Papers Say About Where AI Safety Research Actually Went
- Diffusion LLMs inherit the same brittle safety circuits
- OpenAI’s reported Astra pause is a cyber agent warning
- AI psychosis belongs in the workplace AI risk register
- OpenAI's cyber capability warning: what Astra's evals actually say
- OpenAI’s cyber eval issue is really a process story
- When Should a Robot Overrule Its Own Plan? CoWAM's Answer
- EPC scores explanations by testing what the model can lose
- Google Earth’s Nano Banana problem is provenance, not image quality
- What OpenAI's Cambodia Scam Takedown Tells Builders About Abuse Detection
- System prompts are becoming an audit surface
- The Same Model Name Gave Two Different Answers About Pseudo-Science
- Safety bounds are becoming probabilities, not vibes
- The Reconstruction Test Grades Vibes, Not Facts: Reading the RECAP Paper on Activation Explanations
- When a Model Eval Turns Into an Actual Breach
- LLM agents may change their answers when the room changes
- The Safety Case for a Boring Threshold
- Safety evals need to test messy language, not just bad behavior
- Synthetic QA Has a Selection Problem Before It Has a Training Problem