Prompt Sensitivity

Intermediate

Small prompt changes cause large output changes.

Full Definition

Small prompt changes cause large output changes.

Keywords

brittleness

Domains

Model Failure Modes

Related Terms

Overconfidence related to

Probabilities do not reflect true correctness.

 Catastrophic Forgetting related to

Loss of old knowledge when learning new tasks.

 Distribution Shift related to

Train/test environment mismatch.

 Feedback Loop Collapse related to

Model trained on its own outputs degrades quality.

 Spurious Correlation related to

Model relies on irrelevant signals.

Concept Map

See how Prompt Sensitivity connects to other concepts.

Open Knowledge Graph