H.R. 10146, Consumer Transparency & AI Disclosure Mandate. Quorum's AI analysis reads it as a net benefit — and names who gains.
H.R. 10146 · Net good
What it does
This bill requires AI companies operating chatbots and generative search tools with over 50,000 monthly users to clearly disclose when their responses are influenced by paid commercial arrangements—whether the AI is recommending a product for money, using sponsored training data, or embedding affiliate links. Companies must maintain a registry of these deals, allow users to ask whether a response was sponsored, and cannot hide disclosures through design tricks or pretend the AI is reasoning independently when it is actually promoting something for pay. The FTC enforces the rule and can impose penalties; users and states can also sue for violations.
The analysis did not isolate a single beneficiary class.
The trade-off
The 12-month implementation window may be tight for large AI operators to audit and tag all commercial arrangements in real time, potentially creating compliance costs that smaller competitors cannot absorb—market consolidation risk.
Transparency scores 85%, with a medium warning level and no provisions unrelated to the bill's subject.
Who is behind it
Filed by Seth Magaziner. Cosponsored by Eleanor Norton and Judy Chu.