Overconfidence

Intermediate

Probabilities do not reflect true correctness.

Full Definition

Probabilities do not reflect true correctness.

Keywords

miscalibration

Domains

Model Failure Modes

Related Terms

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.

 Prompt Sensitivity related to

Small prompt changes cause large output changes.

Concept Map

See how Overconfidence connects to other concepts.

Open Knowledge Graph