CAIHL read · Jun 5, 2026
JOINT RELEASE: Legislation to Establish Guardrails for AI in Healthcare Signed Into Law
Framework
What CAIHL does
Critical AI Health Literacy (CAIHL) is an analytical lens — Hugo Campos and Liz Salmi's 2025 National Academy of Medicine commentary, "Critical AI Health Literacy as Liberation Technology." It applies Paulo Freire's theory of critical literacy to health AI.
The central question CAIHL asks is whose interests does this AI actually serve? Four dimensions answer it: who is the primary user, where is it hosted, whose interests does it advance, and does it expand or constrain patient agency.
This deep-read separates the four dimensions on a single item from the day's scan, so you can see the specific structural shape of the AI in question — not just the bucket it landed in.
The four dimensions
How this item reads through CAIHL
Primary user
patient
Patients, families, and care partners are the primary users of this AI.
Hosting
institutional
Hosted inside a health system, insurer, or large employer. Access controlled by the institution.
Interests
patient-aligned
Interest structure prioritizes patients. Operates on a philanthropic, public-service, or advocacy footing.
Agency
expanding
Expands patient capabilities, supports their questions, increases their ability to act on their own values across and beyond health systems.
Editor's CAIHL read
One-sentence synthesis
State floor that licensed therapists cannot be substituted by AI; expanding patient agency by preserving a human-accountable layer.
In the scan
How this item appeared in the daily scan
Editor's note: The bill draws the line in the only place it can be drawn with current evidence: licensed therapy. It leaves the much larger surface — the patient asking the consumer model about a drug interaction or a symptom — entirely uncovered. That's where the next wave of state law will have to land.
Summary: Colorado Senate Democrats: HB26-1195, signed June 4 by the Governor, prohibits AI from independently providing therapy in clinical settings, confines AI to administrative tasks under licensed-professional oversight, and explicitly bars patient-facing chatbots from being mistaken for licensed therapy.
methodology
Limitations
CAIHL is a lens, not a verdict. The four dimensions are conditions of use — reassess them when a tool's business model, deployment context, or patient behavior changes. See the NAM commentary for the full framework.