Mass participation in agency AI rulemaking comment periods

Organise thousands to tens of thousands of individual and organisational public comments into an administrative agency's docket during a notice-and-comment window on a proposed AI rule — FTC rulemakings on unfair-and-deceptive algorithmic practices, FCC on AI-generated calls, CFPB on automated adverse-action notices, NIST AI Risk Management Framework consultations, EEOC on AI in hiring, EU Commission Article-56 codes-of-practice, national data-protection authority guidance on generative-AI processing, agency-specific implementations of executive orders. The vehicle is a coalition-run submission portal that converts a proposed rule's technical text into a comment template a rank-and-file supporter can sign and personalise, sustained across the statutory window with escalating outreach.

An actor chooses this strategy because a docketed comment is a record the agency's rule of decision must engage with — the Administrative Procedure Act and its analogues in most jurisdictions bind the agency to consider substantive comments and to explain in the final rule why arguments were adopted or rejected, and a well-organised coalition using this to force the agency to concede specific technical points, close specific loopholes, or defer specific harmful provisions. Compared to elected-official lobbying, the target is the career civil-service rule-writer rather than a legislator, the venue is technical rather than political, and the currency is documentary specificity rather than campaign contribution. The strategy also produces a durable public artefact — the docket record — that later strategies (litigation challenging the rule, journalism, subsequent congressional oversight) can reason from.

It trades win-condition clarity for durability. The agency's discretion in a final rule is wide and the comments are not votes; a docket flooded with movement-side comments can still produce a captured rule if the political leadership of the agency is set against the coalition's frame, and the coalition's structural disadvantage against industry commenters is often depth-of-technical-brief rather than count-of-signatures — a movement running the strategy purely by count risks an "astroturf" characterisation the agency uses to discount it. Response cycles are also long: from proposed rule to final rule to judicial-review of the final rule is a multi-year arc, and the strategy's outputs are consumed in a register most supporters cannot see or feel.

This strategy differs from strat-coalition-lobbying-of-binding-regional-regulation by branch of government — this one targets executive-branch agencies through their statutory rule-making, that one targets legislatures through their statutory rule-making. It differs from strat-participatory-deliberation-as-policy-input by venue construction — deliberation builds a citizens' assembly the organiser convenes, comment-mobilisation feeds an official docket the agency runs. Movements that run both arms give the same coalition two distinct entry points into the administrative-state policy pipeline on the same technology.