The mechanics of autonomous software translation
Summary
Alperen Keles analyzes the hype around autonomous software translation and argues that current AI translations are not true translations yet; translations rely on neural search plus human-designed harnesses to test for equivalence. He outlines an economic model for translation cost, discusses verification via differential testing, and explores future directions including optimization, platform translation, and potential impacts on software ecosystems.