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jagged frontier

A term for the uneven boundary of AI capability across different tasks.

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The jagged frontier is a term for the uneven boundary of AI capability: a model may outperform people on some tasks while failing at others that look similar or easier. It is used when judging which tasks AI can be trusted to handle.

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Articles covering this entry

Collison describes AI capability as a jagged frontier.

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He calls this uneven profile a jagged frontier: extreme competence in some tasks, gaps in others, with the boundary gradually spreading to more problem domains.

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