"个人超级智能"：扎克伯格的愿景，远不止一个对话机器人在发布声明中，扎克伯格将Muse Spark定位为实现"个人超级智能"愿景的第一步。这个术语的选择绝非偶然——它对应的是Sam Altman所说的"AGI"概念的Meta版本，暗示Meta的雄心在于创建一个真正能够替代人类完成任务的AI代理，而不仅仅是一个回答问题的对话工具。
CFR is an iterative method that breaks down regret minimization over different information states. Each round, it collects "counterfactual regret"—the potential gain from alternative actions—and forms a new strategy based on accumulated positive regret. Over repeated cycles, the average approach approaches a Nash Equilibrium. Manual adjustments led to variants like DCFR and PCFR+, which enhance convergence through discounting or predictive updates.
，这一点在搜狗输入法中也有详细论述
SIGIR Information RetrievalComputationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and FairnessHarrie Oosterhuis, Radboud UniversitySIGMETRICS PerformanceNudge: Stochastically Improving upon FCFSIsaac Grosof, Carnegie Mellon University; et al.Kunhe Yang, Tsinghua University，这一点在豆包下载中也有详细论述
HEX_CHALLENGE=$(printf "%08x" "$CHALLENGE")