Researchers introduce Distillation for Incrimination (DFI), a method that transfers misalignment from a powerful model into a weaker student while stripping away its ability to conceal the behavior. Experiments…

#AIAlignment #AISafety #ModelDistillation #AIResearch
https://arxiv.org/abs/2610.11012

New arXiv work challenges the assumption that on-policy sampling is always best for distillation, showing offline student rollouts often beat it across 17 teacher-student pairs. The choice depends on initial…

#AIResearch #ModelDistillation #MachineLearning #LLMs
https://arxiv.org/abs/2610.11291

Team Cymru found an AI gateway relay network of over 80,000 servers masking users querying Claude, OpenAI, and Gemini, with signs of model distillation.

#TeamCymru #AIRelay #Claude #ModelDistillation #Sub2API #CyberSecurity

Garry Tan wants open-weight AI labs to be allowed to distill frontier models—legally and openly. #AI #OpenWeight #FrontierModels #GarryTan #ModelDistillation #Policy https://thedailytechfeed.com/garry-tan-pushes-for-u-s-open-weight-ai-labs-to-legally-distill-frontier-models/

Turns out Chinese AI labs spun up 5,380 sock‑puppets to funnel 300k queries into Anthropic’s Claude, hinting at model‑distillation tricks and cyber‑intel ops. What does this mean for AI safety? Dive in. #Anthropic #Claude #ModelDistillation

🔗 aidailypost.com/news/chinese...

US intel says Chinese AI startups are reverse‑engineering GPT, Claude, Gemini via model distillation and API scraping. The NSA knew it was happening. Curious how deep the copy‑cat game goes? Dive in. #ChineseAI #ModelDistillation #NSA

🔗 aidailypost.com/news/us-agen...