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#alignment

2 articles tagged with #alignment.

Fewer Than 0.1% of Neurons Predict When LLMs Hallucinate

Fewer than one in a thousand neurons in a large language model can predict whether it's about to hallucinate -- and they encode something unexpected: not factual errors, but a tendency toward compliance over truth.

#mechanistic-interpretability #hallucination #llm-internalsFeb 25, 2026
11 min read
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AI Safety via Debate: How Adversarial Argumentation Solves RL's Hardest Problem

Reinforcement learning works when you can check the answer. A chess engine wins or loses. A code-generation model passes or fails the test suite.

#ai-safety #reinforcement-learning #scalable-oversightFeb 20, 2026
16 min read
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