{"schemaVersion":"1.0","generatedFrom":"https://brightaifuture.com/discoveries/diabetes-ai-human-coaching","record":{"id":"diabetes-ai-human-coaching","headline":"Faster to start, but not the coach everyone wanted.","canonicalUrl":"https://brightaifuture.com/discoveries/diabetes-ai-human-coaching","datePublished":"2026-09-19","dateModified":null,"sourcePublicationDate":"2026-08-03","author":null,"publisher":{"name":"Bright AI Future","url":"https://brightaifuture.com/"},"topics":[],"summary":"A 368-person diabetes study compared AI and human coaching: participants began sooner in the AI arm, while human coaching was liked more and 46.5% of the AI arm said they would have preferred a person.","evidenceState":"Demonstrated","keyFacts":[{"label":"AI’s role","value":"An AI coach delivered structured guidance and follow-up in one study arm."},{"label":"Documented result","value":"Median time to start was 11 days with AI versus 26 days with human coaching. Human coaching received higher liking scores; 46.5% of the AI arm preferred human coaching."},{"label":"Important limitation","value":"The study does not show that shorter onboarding alone improves long-term health."}],"limitations":["The study does not show that shorter onboarding alone improves long-term health.","Preference and engagement may depend on the specific interface and population.","Final copy must preserve the paper's exact clinical endpoints and study duration."],"evidenceLinks":[{"title":"Patient engagement, acceptability, and preference of artificial intelligence versus human coaching for diabetes prevention","url":"https://www.nature.com/articles/s41746-026-03063-w","type":"paper"}],"evidencePackUrl":"https://brightaifuture.com/evidence-pack/diabetes-ai-human-coaching","embedUrl":"https://brightaifuture.com/embed/story/diabetes-ai-human-coaching","attribution":{"credit":"Bright AI Future","requirements":["Link to the canonical Bright record.","Keep material limitations with the claim they qualify.","Link to the original evidence when repeating a substantive claim.","Do not describe a source check or organization-reported result as independent verification."],"sourceRights":"Linked source material, quotations, trademarks and media remain subject to their owners’ terms. No reuse right is granted for third-party media."}},"claim":{"humanProblem":"People managing diabetes may wait for coaching even when daily decisions cannot wait.","priorConstraint":"Human coaching capacity is limited, but automated support can miss trust, context, and preference.","aiRole":"An AI coach delivered structured guidance and follow-up in one study arm.","documentedResult":"Median time to start was 11 days with AI versus 26 days with human coaching. Human coaching received higher liking scores; 46.5% of the AI arm preferred human coaching.","whyItMayMatter":"Access speed and human preference are separate outcomes. The study helps readers see where automation may extend capacity without declaring people interchangeable.","unresolvedQuestions":["Which participants benefit most from AI-first, human-first, or blended support?","Did metabolic outcomes differ over longer follow-up?","What escalation paths worked when the AI could not answer safely?"]},"evidenceAssessment":{"state":"Demonstrated","claimConfidence":"high","reviewState":"approved","reviewMethod":"ai-assisted","reviewNote":"AI-assisted editorial comparison with the cited primary sources, explicit evidence limits, and held alternatives. Publication authorized by the site owner on 2026-09-19; no human source review or independent replication is claimed.","lastSourceReview":"2026-09-19","independentVerification":"not-established-by-this-source-review"},"sources":[{"id":"source-diabetes-coaching","title":"Patient engagement, acceptability, and preference of artificial intelligence versus human coaching for diabetes prevention","url":"https://www.nature.com/articles/s41746-026-03063-w","type":"paper"}],"revisions":[{"id":"revision:sept26-diabetes-coach-01","recordedAt":"2026-09-19","summary":"Initial comparative coaching draft.","sourceIds":["source-diabetes-coaching"]}],"corrections":[]}