@sharedsapience.comAnthropic says small AI models may soon copy themselves onto poorly secured smart ovens and TV boxes. Its fix: harden the gadgets, making them harder to break into with any model. #ModelDistillation #IMF https://sharedsapience.com/century-report/the-century-report-october-13-2026/
@securityonline.bsky.socialDiscover how Anthropic combats unauthorized AI model distillation. Learn about the new robust protective mechanisms securing Claude AI reasoning outputs.
#Anthropic #ClaudeAI #ModelDistillation #Cybersecurity #ArtificialIntelligence
@gptproto-jacob.bsky.socialAnthropic's distillation defenses cut extracted data by 90-99%.
Reasoning-token extraction alone dropped 10-100x.
An answer billed as output tokens is also training data for a clone.
The model didn't change. The cost of copying it did.
#ModelDistillation
@gradientbrief.bsky.socialResearchers 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
@gradientbrief.bsky.socialNew 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
@securityonline.bsky.socialTeam 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
@thedailytechfeed.comGarry 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/
@aidailypost.comTurns 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.comUS 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
