Research we co-authored on subliminal learning—how LLMs can pass on traits like preferences or misal...
- LLMs能通过看似无关的数据（如无意义数字）传递特定偏好
- 该现象被称为“潜意识学习”，可能影响模型对齐与安全性
- 研究已在《Nature》正式发表，此前预印本于2025年7月发布
Read the paper: https://t.co/b1BYwcW9dH" / X
Anthropic on X: "Research we co-authored on subliminal learning—how LLMs can pass on traits like preferences or misalignment through hidden signals in data—was published today in @Nature. Read the paper: https://t.co/b1BYwcW9dH" / X
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Research we co-authored on subliminal learning—how LLMs can pass on traits like preferences or misalignment through hidden signals in data—was published today in
. Read the paper: https://nature.com/articles/s4158 6-026-10319-8…
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Owain Evans
@OwainEvans_UK
·
Apr 15
Our paper on Subliminal Learning was just published in Nature! Last July we released our preprint. It showed that LLMs can transmit traits (e.g. liking owls) through data that is unrelated to that trait (numbers that appear meaningless). What’s new?!Image 7: 🧵
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-  Anthropic @AnthropicAI Follow Click to Follow AnthropicAI We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant @claudeai on https://claude.ai.
-  nature @Nature Follow Click to Follow Nature Research, News, and Commentary from Nature, the international science journal For daily science news, get Nature Briefing: http://go.nature.com/naturebriefing
-  Owain Evans @OwainEvans_UK Follow Click to Follow OwainEvans_UK Runs an AI Safety research group in Berkeley (Truthful AI) + Affiliate at UC Berkeley. Past: Oxford Uni, TruthfulQA, Reversal Curse. Prefer email to DM.
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