Two things happened in the same news cycle that don't seem related but are: AI systems began reliably generating their own GPU kernels, and a rigorous benchmark revealed that enterprise AI agents fail
Two competing forces are defining the AI moment right now: an accelerating race to push frontier-grade capability into open weights, and a growing recognition that the recursive loop — AI improving AI