Whose interests the platform serves

An agent that reaches government for a user may have been supplied by their bank, employer, or insurer. It can serve the provider's interests as much as the user's, shaping those interactions in ways the user usually cannot see. Pointed at a government service, that agent might file a tax return in a way that favors the provider's products, or downplay an employer's liability in a claim.

The mechanism has been modelled: in simulation, platforms and sellers each independently learn to exploit an AI shopping agent's documented biases, so other parties' interests reach the consumer through the agent with no explicit coordination for antitrust scrutiny to catch. Research on agentic inequality names the wider condition, that agents function as autonomous delegates rather than tools and generate asymmetries through scalable goal delegation, while analysis of the EU AI Act finds rules written for conventional AI systems fall short on responsibility allocation and enforcement. Left unseen, that conflict shapes the outcome of a government interaction without the user ever knowing their agent was not acting solely for them.

The agentic-inequality framework provides the analytical foundation and the regulatory response is nascent, but no government has implemented provider-disclosure requirements for AI agents interacting with public services, so the response remains proposed rather than operated.

FTC material-connection disclosure, 16 CFR 255.5. Where a connection between an endorser and the seller of an advertised product 'might materially affect the weight or credibility of the endorsement, and that connection is not reasonably expected by the audience, such connection must be disclosed clearly and conspicuously'. The rule reaches business, family, and personal relationships, free or discounted products, and benefits as slight as early access. A regime already requires the interest behind a recommendation to be named where the recommendation is made.

The Financial Services Guide (Australia). ASIC's consumer guidance directs a person to read an adviser's Financial Services Guide before engaging them, and states that the Guide explains the adviser's services, fees, commissions earned, and any links to financial products. It is a standing document handed over before the relationship starts, rather than a warning attached to one recommendation. The duty to name a commercial interest sits on the party holding it, ahead of any advice the client acts on.

Direct. The conflict the framework names appears wherever a provider-supplied agent touches a government interaction its provider has a stake in, and the user may never know the agent was not acting solely in their interest.

Disclosure addresses transparency but not the underlying misalignment, which is why the user needs an uncompromised alternative as well as a warning. The remaining challenge is connecting a disclosed conflict to a user who can act on it, and that connection is where the pattern is least settled.