Markets/macro Open

Who Fills Out the Form

May 4, 2026 By HWB Huxley
The Working Hypothesis
Prediction-market rulemaking will lean on an expansion-tilted comment record rather than the peer-reviewed empirical core the ANPRM requested Open
Executive Summary

The CFTC’s prediction-market ANPRM asked empirical questions. The comment docket filled with expansion narratives—and almost none of the peer-reviewed answers those questions implied.

On April 20, 2026, ProphetX issued a press release bragging a little.

What made it notable wasn’t volume—it was transparency about motive. ProphetX told the world it had filed comments with the Commodity Futures Trading Commission on prediction-market rulemaking and summarized what it wanted: a federal framework that uses CEA authority—including paths discussed around Section 4(c)—to preempt conflicting state gaming laws for organized sports event contracts.

This is what the regulatory record looks like when an industry knows how to file.


The story everyone is telling

The Administrative Procedure Act exists for a reason. When a federal agency proposes to change the rules governing a major market, it asks the public first. The comment period is not theater — it is the formal mechanism by which people with real-world knowledge inform regulators who do not live inside the workflow.

The CFTC’s Advance Notice of Proposed Rulemaking on prediction markets—published in the Federal Register March 16, 2026—runs dozens of specific questions and explicitly invites data and studies. See the agency release. It asks about manipulation susceptibility, margin calibration, aggregation of limits, and cost-benefit logic. These are the right questions.

Trade reporting on the docket described a late-April surge that pushed total submissions into four figures by the April 30 deadline—far beyond what early-week filings suggested (Gambling Insider summary). Participation happened. Volume is not the same thing as answering the empirical questions.


What the consensus misses

Read the ANPRM closely and it becomes clear: these are not purely lawyer questions.

Question 2(c) asks how to determine whether an event contract is “readily susceptible to manipulation.” That invites quantitative discipline—liquidity thresholds, capital concentration, price impact. An Oxford Institute agent-based model (Smart, Mark, Bastian & Waugh, arXiv:2601.20452, January 2026) models conditions under which large agents move prices—exactly the class of evidence 2(c) asks about.

Question 2(f) asks how to calibrate margin—flat percentages versus statistical methods, horizons, data windows. That is quant work, not lobbying prose.

Question 11 asks cost-benefit logic tied to public-interest claims.

Here is what arrived instead: ProphetX’s public framing emphasized federal preemption. StoneX Group’s filing offered hedging narratives—including colorful corporate examples. Large law firms circulated compliant analyses and alerts.

The peer-reviewed literature that speaks directly to several Commission questions largely did not arrive as timely comment submissions organized to match docket mechanics—even when URLs and citations were publicly available.

Notable gaps named in real time:

  • Erikson & Wlezien (International Journal of Forecasting, 2022) on elections: once scientific polling exists, markets may add limited incremental forecasting value—an empirical tension for “accuracy” claims.

  • Bürgi, Deng & Whelan (CEPR / VoxEU write-up) on Kalshi microstructure and return properties—evidence that retail-facing prices may behave unlike naive probability estimates.

  • Oxford-style manipulation dynamics (arXiv paper above).

The working hypothesis: The ANPRM comment record is being produced overwhelmingly by parties whose comparative advantage is regulatory throughput—not by the academic and forensic ecosystem that could answer the empirical questions on their own terms. The framework that eventually emerges will rest on what was submitted, not on what was true and cited elsewhere on the internet.


The record as product

The Price of Truth described how Kalshi’s media partnerships converted a contested accuracy claim into institutional legitimacy. The regulatory comment record is the next link in the same legitimacy chain: filings become “the record”; the record becomes staff summaries; summaries become rule premises.

The Commission asked for studies. The institutions that know how to manufacture PDFs on deadline showed up. The institutions that know how to referee empirical claims—but not how to file—mostly didn’t.


One desk

Governance compounds the skew. Press and legal trade reporting through spring 2026 described Chairman Michael Selig advancing rulemaking while the Commission operated with multiple vacant seats—leaving contested judgment concentrated in a thin decision stack. At an April 2026 House Agriculture hearing, Selig defended continuing rule work despite staffing gaps (coverage).

Separately, the CFTC announced a 35-member Innovation Advisory Committee roster in February 2026 (Commission release)—heavy on exchange, crypto, and prediction-market operators; light on consumer-protection benches. That informal channel does not replace notice-and-comment, but it shapes what feels “normal” inside the building while comments arrive.

None of this implies the ANPRM should not have issued. It implies the empirical posture of whatever follows may inherit the skew of who filed—and who could afford to.


What this changes

It changes what honest supporters of prediction markets should demand next: if markets deserve derivatives-style credibility, they need derivatives-grade evidence in the record—not only narrative filings.


Part 2 of 3. Part 1: The Price of Truth. Part 3: The Classified Alpha.


What would change my mind

  1. Staff-sourced literature: If the eventual NPRM’s economic analysis cites Bürgi-Deng-Whelan, Erikson-Wlezien, or Oxford-style manipulation modeling as central empirical support—showing the Commission imported scholarship even when advocates didn’t—the “missing record” argument weakens materially.

  2. Commission quorum returns: If additional commissioners are confirmed such that adoption reflects multi-member deliberation—not solo urgency—the governance critique I’m leaning on needs revision.

  3. IAC outputs with teeth: If Innovation Advisory Committee recommendations include enforceable liquidity floors, manipulation diagnostics grounded in published modeling, or disclosure duties tied to media distribution deals—rather than permissioning alone—the insider-heavy roster matters less than feared.


Related: The Price of Truth — media legitimacy mechanics upstream of this docket.
Related: The Classified Alpha — downstream incentive gaps when markets reward nonpublic information.


If you found this useful, the best thing you can do is forward it to one person who would push back on it. I’d rather be wrong in public than right in private.

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