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OpenAI: evaluating AI assistants in everyday life

This dossier follows OpenAI’s LifeVal evaluation of personal tasks, its methodology and the limits of developer-reported results.

Last updated : 1 key moments

Where things stand

On 2 November 2026, OpenAI introduced LifeVal, built from time-use studies and a survey of 3,995 people. Results are developer-reported.

OpenAI introduces LifeVal to assess AI help with everyday tasks

OpenAI introduced LifeVal on 2 November 2026, an evaluation of its models on tasks such as finding childcare, preparing a budget and completing government paperwork.

OpenAI wordmark.
OpenAI logo, identifying the evaluation’s author. — OpenAI, Wikimedia Commons — public domain (PD-textlogo).

The company says task selection draws on two major time-use studies and a representative survey of 3,995 people. The aim is to measure useful actions beyond a conversational answer.

OpenAI says it has used the evaluation for a year to improve its models. The publication describes an internal measurement tool; it does not by itself announce a newly available service.

The results presented are produced by OpenAI. They alone do not establish an assistant’s reliability across real personal situations.

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