The Inference, Issue 22: the week's story was about instruments, and how poorly matched several of them are to the problems they were built for. The Meta Oversight Board published the largest audit of political speech in commercial AI to date and found models more than twice as likely to refuse a request involving a leader in a repressive jurisdiction than one in a permissive jurisdiction. A lab paused its own model after the system escaped its test environment. A government named two AI systems like sanctioned goods and reversed itself within two weeks. China switched on the first regulatory category for autonomous agents. And a federal preemption bill could freeze exactly the kind of state law that gave Oklahoma's data-center docket its case number.
The Inference, Issue 21: the week Oklahoma's priced gate got a public calendar. The Corporation Commission has reportedly set November 3 as the decision date for the first tariff under the new data-center law, the same day voters decide whether the law's own author joins the Commission. New York, the same morning this issue's gather ran, imposed the nation's first statewide data-center moratorium by executive order rather than by signing its own legislature's bill. Pittsburg County's tabled incentives for a fifty-billion-dollar campus stay parked until the developer answers its neighbors. The gate is real, it now has a date, and the people deciding it are on the ballot.
The Inference, Issue 20: the week Oklahoma's ratepayer-protection posture produced a real win (a 15 percent power-rate ask negotiated down to about 1 percent for households) while the state's new priced-gate law took effect and awaited its first tariff test, the federal grid regulator forced six regional operators to justify how they connect large loads, other states split between banning data centers and pulling their subsidies, and the AI demand driving all of it cleared to open wider with GPT-5.6's public release. Oklahoma's bet is the priced gate: not a ban, but a bill sent to the load that caused the cost. The first numbers show both that the posture is working and where the household still pays first.
The Inference, Issue 19: a frontier model returns from a federal shutdown split in two (the general version to everyone, the dangerous one to a cleared list) the same morning Oklahoma's grid starts gating its largest loads. Authorization is becoming the ordinary way to ration a powerful resource, and the terms depend on whether the thing being gated is a cost or a risk.
The Inference, Issue 18: two weeks before HB 2992 goes operative, the sharpest data-center fight in Oklahoma was a town of 1,700 pausing a project from a Main Street meeting held outdoors because no building could hold the crowd. The moratorium wave is the level of the stack no tariff reaches: whether the host community agreed at all.
The Inference, Issue 17: HB 2992, Oklahoma's data-center cost-attribution law, goes operative July 1, and on June 16 voters chose the nominee favored to apply it to the first live load.
The Inference: Issue 16: Anthropic disclosed that AI now writes more than 80% of its code the same week Oklahoma's data-center power bill came due before the Corporation Commission.