Disability, Accessibility, and Civil Rights
The Counterfeit Toggle: Deceptive Health Feature Design as Disability Discrimination Under ADA Title III and Section 5 of the FTC Act
- Travis Gilly, Real Safety AI Foundation
Publisher: Real Safety AI Foundation
Working draft. Not peer reviewed.
- Written
- July 2026
- Version
- v7
- Pages
- 14
Abstract
Consumer artificial intelligence platforms now ship dedicated, gated “health” features whose name, branding, and gating toggle signal a special, protected clinical environment. The signal is false. The Health Insurance Portability and Accountability Act is defined by the actor holding the data rather than by its sensitivity, so it cannot attach to a relationship between a company and an individual consumer at all: an individual is not a covered entity, and no business associate agreement is possible. What the consumer receives is a revocable privacy policy commitment, not the enforceable regime the same company gives its enterprise customers. This article argues that the resulting design is a single fact pattern reachable through two doctrines at once: the reasonable modification and equal access obligations of Title III of the Americans with Disabilities Act, and the unfair and deceptive practices prohibition of Section 5 of the Federal Trade Commission Act. The disability injury is not incidental; the false reassurance operates through the very trait that defines anxiety and paranoia disabilities, and the resulting clinical decompensation is disability specific and severe. Meaningful access, not a freestanding disparate impact rule, carries the discrimination claim; the eggshell skull rule, already extended to psychological fragility, answers the objection that a resilient user would not have been harmed; the defendant’s own illegality bounds an otherwise unbounded accommodation duty; and the fundamental alteration and undue burden defenses fail three ways. The contributions are three: distinguishing a HIPAA compliant product from a product to which HIPAA applies, and naming the deception trust laundering; locating the disability wrong in meaningful access under Title III rather than an overstated disparate impact rule, measured through the eggshell skull rule; and identifying the antecedent illegality that converts an idiosyncratic reliance into a cognizable harm, with an injunctive menu that closes the burden defense. The argument turns on one contested premise, that Title III reaches a purely digital service, defended in a companion work.
Keywords
- disability discrimination
- ADA Title III
- meaningful access
- FTC Section 5
- deceptive design
- dark patterns
- consumer health data
- HIPAA
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Gilly, Travis. "The Counterfeit Toggle: Deceptive Health Feature Design as Disability Discrimination Under ADA Title III and Section 5 of the FTC Act." Real Safety AI Foundation Working Draft, July 2026. https://realsafetyai.org/research/8bae4a/
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References (38)
This paper cites its sources in footnotes. Each authority is listed once, where it is first cited, with its footnote number.
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