决定胜负的“隐形战场”在海外，OpenAI 将火力集中在垂直赛道，推出了代码专用大模型 GPT-5.3-Codex 及其细分版本；而谷歌 DeepMind 与 Anthropic 则坚守通用底座的迭代，先后发布 Gemini 2.0 Pro 与 Claude Opus 4.6。
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All the while, Friedmann was pushing Davidson County to end its contract with C.C.A., which still operated the jail where Hall had worked. Many local officials now agreed with Friedmann about the company. It had rebranded itself as CoreCivic, but the ingratiating new name couldn’t hide the constant headlines about violence and corruption in its penitentiaries. Hall had grown skeptical of his former employer, but he knew that severing the contract would require long negotiations. In the meantime, he could make CoreCivic more accountable. In 2018, he convened an advisory group of local legislators, attorneys, and activists to revise the contract.