The Bitter Lesson for AI Founders: General Purpose AI Will Win

Lukas Petersson's article highlights a crucial lesson for AI founders: focusing on engineering workarounds for current model limitations is a losing strategy. History shows that general-purpose AI approaches consistently outperform specialized ones. Many current AI products over-emphasize vertical solutions and workflow constraints, neglecting the potential of more capable models. The author argues that focusing on more general, autonomous AI models is key to long-term success in the rapidly evolving AI landscape. The risk is that engineering efforts to improve current models will be made obsolete by future advancements.