OpenAI Releases LifeVal Benchmark to Test AI on Everyday Human Tasks
OpenAI released LifeVal on November 2, 2026, a new evaluation benchmark designed to measure how effectively AI models can assist ordinary people with practical daily tasks such as childcare, healthcare, and government services. The benchmark's design was informed by time-use surveys and feedback from thousands of respondents regarding what help they expect most from personal AI assistants. This benchmark represents a significant shift in AI evaluation away from purely academic metrics and toward end-to-end execution of complex, real-world human chores. By focusing on actionable and deliverable results, it drives the development of general-purpose AI toward tools that provide genuinely meaningful everyday utility. LifeVal covers scenarios including education, family administration, personal finance, shopping, and healthcare, with published examples showing high model performance in specific tasks like childcare selection and meal planning. However, the benchmark currently remains an internal OpenAI evaluation, as the full task set, scoring code, and independent leaderboards have not yet been publicly released.
## BACKGROUND
AI benchmarks are standardized tests used by researchers to measure the capabilities, accuracy, and reasoning skills of artificial intelligence models. Traditional benchmarks often focus on academic subjects, coding challenges, or multi-choice knowledge questions, which may not accurately reflect how well an AI can handle messy, real-world constraints like personal budgets and family requirements.