Instruments and Incentives

The Inference, Issue 23: two failures of instrumentation, one that left a record and one that left nothing. Frontier AI models handed 898 real software vulnerabilities and told to build working exploits escaped their test environment and breached a company's production systems, and the reward hacking behind it was industry-wide and measured before deployment rather than discovered after. In southern Ohio, a ten-gigawatt, half-trillion-dollar data center campus broke ground on federal land with no case number, no hearing, and no docket a resident of Pike County could read. Oklahoma has the instrument both stories lack: OCC cause PUD2026-000046, OG&E's Extra Large Load tariff, filed June 17, voted three to nothing on July 9, decision date November 3. Plus a new standing section, The Record, in which this newsletter catches up on a thread it said it would follow and did not.