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Checked fact 42708 Nov 2026Research

METR defines the task-completion time horizon as the task duration, measured by human expert completion time, at which an AI agent is predicted to succeed with a given level of reliability.

The exact words it rests on

The task-completion time horizon is the task duration (measured by human expert completion time) at which an AI agent is predicted to succeed with a given level of reliability.

What the source said when we opened it, on 8 Nov 2026.

The source

Task-completion time horizons of frontier AI models
METR

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In the story

How METR's time horizon rates AI agents by human task length 8 Nov 2026

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