HugoScore hugoscore.org

Wearable AI coach

Whoop Coach (WHOOP AI)

WHOOP AI documents goal-based requests and editable, removable memory. These controls support member direction, while current model-provider and processing guarantees were not fully reverified. Separate blood-pressure features are outside this Coach assessment.

AI-assisted draft Read full report Open directory

Published September 8, 2026 as an AI-assisted draft. The public report separates documented facts, agency judgments and unresolved questions.

70 /100 toward patient-directed
Agency posture Potentially agency-expanding, with third-party data flow and vendor boundary caveats
The question we ask Who does Whoop Coach (WHOOP AI) serve in this deployment?
Control WHOOP AI coaching and editable My Memory. Separate blood-pressure features and employer deployments are not treated as demonstrated Coach behavior.
Agency read Potentially agency-expanding, with third-party data flow and vendor boundary caveats
Vendor
WHOOP, Inc.
Who it serves
Patient-directed wearable coaching AI, vendor-hosted with a third-party LLM partner
Primary User
WHOOP members tracking recovery, sleep, strain, stress, cycle, and bloodwork data
Control Model
Vendor-hosted public service. Controls and downstream processors depend on the assessed deployment.
Patient Impact
Explanations of personal metrics and behavior patterns can help reflection. Editable memory is not proof that users can audit causal claims or repair sensor-derived results.
Profile Status
AI-assisted draft
Last assessed
Sep 8, 2026
Review Confidence
Moderate for goal and memory controls, limited for current third-party processing (AI-assisted draft)
AI / Model
OpenAI Codex / GPT-6
Human Review
Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Summary judgment · 70 out of 100 toward patient-directed

WHOOP AI coaching and editable My Memory. Separate blood-pressure features and employer deployments are not treated as demonstrated Coach behavior.

Potentially agency-expanding, with third-party data flow and vendor boundary caveats

WHOOP AI documents goal-based requests and editable, removable memory. These controls support member direction, while current model-provider and processing guarantees were not fully reverified. Separate blood-pressure features are outside this Coach assessment.

Patient agency

How this tool changes agency

Expands agency when

Explanations of personal metrics and behavior patterns can help reflection. Editable memory is not proof that users can audit causal claims or repair sensor-derived results.

Limits agency when

Current model supplier/version, guidance provenance and data processing guarantees remain unverified

Patient agency assessment

Who sets and changes the goal?

Patient authority

Visible, editable personal context and goal-driven requests support member direction. Vendor coaching defaults still shape suggestions, but there is concrete capacity to change the assistant's understanding of the user.

What can the patient understand, question, or do?

Critical capacity

Explanations of personal metrics and behavior patterns can help reflection. Editable memory is not proof that users can audit causal claims or repair sensor-derived results.

Can the patient evaluate the conditions of use?

Informed control

Current privacy-provider specifics remain historical claims. An unrelated regulatory dispute cannot stand in for a finding about this deployment.

Text findings

Conditions of use

Published controls and their limits

Current privacy-provider specifics remain historical claims. An unrelated regulatory dispute cannot stand in for a finding about this deployment.

What remains unknown?

Not tested or not established

Current model supplier/version, guidance provenance and data processing guarantees remain unverified

Who evaluated this?

AI-assisted public-source draft

Vendor statements describe published conditions, not independently verified behavior. No clinical, security, accessibility, or legal validation is claimed. Earlier evidence remains dated in the report and history.

Sources checked

Source-specific findings and retrieval limitations are recorded in the full report.

Review provenance

Criteria

CAIHL-derived HugoScore framework and September 7 qualitative review priorities. Draft v1.2 numerical anchors remain unadopted.

Reviewer

AI-assisted public-source reassessment prepared in OpenAI Codex.

AI / model

OpenAI Codex / GPT-6

Human review

Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Review date

2026-09-08

Limitations

Current model supplier/version, guidance provenance and data processing guarantees remain unverified No live product use, patient-data upload, account creation, code audit, clinical evaluation, or independent implementation validation.

Review method

Focused public-source reassessment using CAIHL: patient authority, critical capacity, and informed control. Existing evidence plus one focused primary-source pass and at most one targeted follow-up. No live product testing. Numerical scores remain provisional editorial placements, not a new calculation.

AI-assisted draft · Moderate for goal and memory controls, limited for current third-party processing (AI-assisted draft)