Critical AI Health Literacy profiles

Scoring patient-impacting AI by who it serves.

HugoScore turns CAIHL into a public evaluation layer for AI systems that shape care, access, documentation, risk, coverage, and patient understanding.

Institutional vs patient-directed Interest alignment Agency expansion

0 seed tools

0 categories

Draft human review required

CAIHL canonical foundation

Seed tools

Draft entries are placeholders until each tool is researched against public evidence.

Framework

CAIHL-derived criteria

HugoScore operationalizes the CAIHL lens without replacing it.

What CAIHL contributes

Critical AI Health Literacy asks patients, advocates, and reviewers to read the system around the AI, not only the output. The first question is always: who does this AI serve?

How HugoScore uses it

HugoScore translates CAIHL into repeatable questions about control, interests, visibility, consent, reflection, action, agency, equity, privacy, safety, and evidence.

Sources

CAIHL.org NAM Perspective

Intake

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