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We're fast approaching a point where every company is effectively a software company, a notion proffered by some of tech's top people such as Microsoft CEO Satya Nadella. This is partly why we've seen ...

We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...

最近話題になった DeepCode の論文実装（arXiv:2512.07921）。 一部では「AIが人間の専門家を超えた」と言われている。 でも、これを 「AIが賢くなった」 「理解力で勝った」 と受け取ると、たぶん本質を見誤る。 実際に起きているのは、知性の勝利ではない。

DeepCode uses symbolic AI to process hundreds of millions of commits in open source software projects and learns how to find serious coding issues. Because the platform determines the intent of the ...