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Applying these baselines to lf-lean. The lf-lean release includes approximately 215 kLoC of Rocq isomorphism proofs covering the 1,276 translated statements. At the historical median verification rate, this volume of proof would require roughly 2.5 person-years of effort. Combined with the ~3 person-months for translation, we estimate the full verified translation would have taken approximately 2.75 person-years. In contrast, our actual human effort was approximately 15 hours (2 person-days), spent on 6 extreme-difficulty statements that the models could not solve autonomously. This represents a speedup of over 350× on the verification effort and roughly 30× on the translation effort alone.，更多细节参见heLLoword翻译
赵晓光长期从事智能机器人、人工智能等领域的理论研究与工程实践，如何让人工智能赋能千行百业，是她关注的问题。。谷歌对此有专业解读
Apple also recently debuted new products. Last week, the company released the $599 MacBook Neo, its cheapest laptop ever, targeting Chromebook and budget Windows markets. It also launched the budget $599 iPhone 17e and $599 iPad Air.