Gambling and Prediction Markets: Adult Risk with Hard Limits on Engineered Compulsion

Choice architecture that belongs to the customer

User-set limits preserve adult authority while making a prior decision binding during a high-risk moment. Immediate decreases and delayed increases prevent an operator from turning a reversal into a sales opportunity. The national system should reveal only whether an account is excluded or limited, the relevant scope, and the expiration or review date. It must never become a transferable diagnosis or credit report.

The policy rejects income surveillance as the default condition of ordinary play. Operators already hold transaction and loss data. Regulators should restrict dangerous product design and conflicts of interest directly. A court can order stronger financial controls for a person under guardianship, bankruptcy restriction, or a criminal sentence when ordinary due process supports it.

Prediction markets need functional classification

An event contract can aggregate information, hedge a business exposure, entertain a fan, or invite trading by a person able to influence the outcome. Labels cannot settle jurisdiction or public value. Regulators should classify products using economic purpose, trading velocity, participant base, leverage, resolution source, manipulation risk, and the operator's revenue model.

Contracts on war, death, assassination, criminal acts, or events a trader can lawfully control should be prohibited when trading creates a material incentive to cause the event or undermines a public duty. Election contracts require candidate and campaign-personnel bans, contribution-law review, transparent position limits, and rapid resolution standards.

Trade-offs

Limits, advertising rules, age checks, and self-exclusion reduce operator revenue and add friction for responsible adults. Prohibiting credit may push some demand offshore. Aggressive surveillance can invade privacy or wrongly freeze an account. The proposal therefore uses user-chosen controls, minimum-disclosure eligibility proof, explainable integrity flags, human review, and appeal. Licensed markets earn legal access by making the customer's exit stronger than the operator's retention system.