The Quiet Revolution Was Louder in Theory: From AlphaEvolve & Darwin Gödel Machines to “please don’t touch the weights” — a tale of two agent futures in 202... (opens in new tab)

From infinite self-improvement loops in 2025 papers to 10-step, human-leashed workflows that actually ship — the uncomfortable truth behind the “quiet” agent boom