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LLM Failure Modes·Artificial Intelligence
instruction drift

instruction drift

/ɪnˈstrʌkʃən ˌdrɪft/

⚠️ LLM Failure Modes

gradually deviating from initial instructions over long conversations

instruction drift in a sentence

“Instruction drift caused the formal tone to become casual after many exchanges.”

Origin of instruction drift

Latin instructio arrangement + Old Norse drífa to drive

Related Words

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

semantic drift

subtle shifts in meaning of key terms through a conversation

overconfidence

expressing certainty beyond what the model's actual knowledge warrants

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