揭示OpenAI/goal在复杂工作流中因“上下文腐烂”导致失败的架构缺陷，开发者需警惕。
Hi HN, When Openai released `/goal` earlier this month, I was really excited to try it for long-horizon tasks. But after using it, it didn't blow me a…
量化并强制LLM代理在长期任务中保持目标一致性，防止“目标漂移”的新方法。
arXiv:2605.23574v1 Announce Type: new Abstract: Long-horizon language agents can make many plausible local tool calls yet fail to persist until a requ…
发现Codex/goals参数bug可绕过使用限制，无限续跑4天仍不停歇！
Before this last update I could basically get unlimited usage out of codex by toggling on /goals and setting an impossible task (one that wouldn’t fin…
提出Slot-MPC，用物体中心表示替代传统特征，将世界模型与梯度模型预测控制结合，使机器人能在未见场景中高效规划动作，性能与效率双赢，是目标条件控制的新范式。
arXiv:2605.14937v1 Announce Type: cross Abstract: Predictive world models enable agents to model scene dynamics and reason about the consequences of t…