An AI practitioner notices a large language model (LLM) is generating different responses for the same input across multiple invocations. Which risk of AI does this describe?

The correct answer is B. Nondeterminism. Nondeterminism refers to the property where a large language model generates different responses for the same input due to inherent randomness or stochasticity in the generation process. This can lead to varying outputs on multiple invocations with identical inputs.

Submitted by emma.c· Mar 30, 2026Responsible AI

Question

Options

AHallucinations
BNondeterminism
CAccuracy
DMultimodality

How the community answered

(67 responses)

A
3% (2)
B
94% (63)
C
1% (1)
D
1% (1)

Explanation

Nondeterminism refers to the property where a large language model generates different responses for the same input due to inherent randomness or stochasticity in the generation process. This can lead to varying outputs on multiple invocations with identical inputs.

Topics

#LLMs#AI risks#Nondeterminism

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