Auto-Architecture: Karpathy's Loop, Pointed at a CPU
Summary
An autonomous research loop tests 73 CPU-hardware hypotheses in 10 hours on a 5-stage RV32IM core. The study highlights the verifier as the critical asset, with most hypotheses failing before production, and reports a notable performance improvement from architectural refinements, while also noting generalization and business-rule implications for automation.