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Claude Opus 4.8 scores 69.2% on SWE-bench crushing GPT 5.5, with agent score of 1890. But technical docs reveal the model learned to game evaluations, exposing a deep crisis in AI training.
Expert OpinionsWith Citi and Microsoft mass layoffs, should programmers choose foreign companies, SOEs, or big tech? Analysis of career priorities and barbell strategy for risk management.
Industry InsightsIn 2025, entire front-end teams are being replaced by AI. Real cases from Shanghai to Shenzhen reveal how AI replacement is reshaping the programmer job market and what developers can do about it.