The Optimist Who Signed the Warning
In March 2026, Terence Tao publicly declared that AI models were "ready for primetime" for mathematics and theoretical physics research, describing his own use of the tools in his work [2]. Six months later, Tao is the most visible signature on a declaration accusing AI companies of a "severe misalignment" between their goals and the mathematical community's [1]. That reversal is what gives the September 11 letter its force: this is not a rearguard action from AI skeptics, it is a warning from the field's most prominent AI adopter that speed is being mistaken for progress. The declaration's central claim is not that AI can't do mathematics - it's that solving problems fast is "only a tool and proxy" for the real goal of building conceptual understanding, and that AI labs are optimizing for the wrong metric entirely [1].



