CAIHL read · Jun 4, 2026
RFK Jr. Seeks To Peek at Americans' Medical Records for Clues on Autism and Vaccines
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
na
No direct AI user — this is a policy item, a regulator action, or commentary.
Hosting
government
Hosted or controlled by a government agency or program.
Interests
institutional
Prioritizes institutional efficiency, compliance, risk management, or revenue.
Agency
constraining
Channels patients toward predetermined pathways or substitutes for patient capabilities.
Editor's CAIHL read
One-sentence synthesis
Patient consent framework being repurposed without the consent step.
In the scan
How this item appeared in the daily scan
Editor's note: A patient consent framework built for state HIEs is being repurposed without the consent step. The autism framing is the policy vehicle; the durable change is federal access to identifiable longitudinal records.
Summary: KFF Health News: HHS proposes federal access to state health-information-exchange data covering 90% of Americans' medical records by 2028, citing vaccine-autism investigation; public-health leaders raise legal and methodological objections.
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.