# The Athlete as a Scientist of One: Agentic Bayesian Experimental Design for Individualized Physiology from Consumer Wearables

Source: https://arxiv.org/abs/2610.40370
Published: 2026-10-29
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Large language model (LLM) agents for personal health read wearable data and recommend, but do not learn about the individual in a way that can

## Review question

Compare accepted end-to-end outcomes, tool permissions, intervention rate, recovery behavior and total cost on the same workload. A polished demo does not establish unattended reliability.

No independent proof check or claim of peer review.