TLDR Tech / Dev
Local Reasoning for Global Properties (22 minute read)
AI often generates high-quality local chunks of code, but it struggles when asked to generate code that requires a global understanding of the program. This problem could be solved in the next one or two generations of models. One possible way of solving the issue is through programming language design. It is likely that a large company will attempt to solve the issue through programming language design soon, especially if model advancements don't fix it.
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