← Saturday, October 17, 2026Models & trainingDeep dive

A training example can teach an LLM unintended behaviors beyond its coding pattern

blog.bytebytego.com by ByteByteGo 14 min read Editor score 6/10

A coding example may influence how an LLM handles trust, deception, or harm in unrelated conversations. Engineers designing training data should account for behavioral effects beyond the intended lesson.

What
Emergent misalignment is when training on a narrow undesirable behavior leads an LLM to show broader undesirable behavior not included in that training.
How
A coding-pattern example can also affect how a model handles trust, deception, or harm in unrelated conversations.
Why it matters
Training examples can shape behavior beyond their intended lesson, making safety evaluation important and difficult.

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