AI Completes PL Research Proofs in 4 Weeks, Challenging Academic Culture
burny_tech · x · 2026-08-15
Ilya Sergey shares how he used a frontier LLM to complete mechanization and formal soundness proofs for a production compiler scale paper in just four weeks, accepted by OOPSLA 2026. He notes that the work, which typically consumes 80-90% of effort in PL design, was met with skepticism because academia values visible human struggle. He argues that the “wrapper” of labor-intensive implementation and benchmarking is disappearing, shifting the focus from hard work to elegant ideas.
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