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LLM Failure Modes·Artificial Intelligence
sycophancy

sycophancy

/ˈsɪkəfənsi/

⚠️ LLM Failure Modes

over-agreeing with users and telling them what they want to hear rather than the truth

sycophancy in a sentence

“Sycophancy made the model validate the user's incorrect assumption instead of correcting it.”

Origin of sycophancy

Greek sykophantēs informer, slanderer from sykon fig + phainein to show

Related Words

confabulation

filling gaps in knowledge with plausible but invented details

instruction drift

gradually deviating from initial instructions over long conversations

mode collapse

converging to repetitive or generic outputs regardless of varied inputs

catastrophic forgetting

losing previously learned capabilities when trained on new data

repetition loop

getting stuck generating the same phrase or pattern repeatedly

context overflow

exceeding the model's context window, causing earlier content to be lost

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