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LLM Failure Modes·Artificial Intelligence
repetition loop

repetition loop

/ˌrepɪˈtɪʃən ˌluːp/

⚠️ LLM Failure Modes

getting stuck generating the same phrase or pattern repeatedly

repetition loop in a sentence

“A repetition loop made the model output 'the the the' indefinitely.”

Origin of repetition loop

Latin repetere to seek again + Old English hlyp leap

Related Words

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

hallucination

generating plausible-sounding but factually incorrect or fabricated information

sycophancy

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

confabulation

filling gaps in knowledge with plausible but invented details

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