All of these tests performed far better than what I expected given my prior poor experiences with agents. Did I gaslight myself by being an agent skeptic? How did a LLM sent to die finally solve my agent problems? Despite the holiday, X and Hacker News were abuzz with similar stories about the massive difference between Sonnet 4.5 and Opus 4.5, so something did change.
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Anthropic 点名的三家公司，抓取的重心都落在代理行为 (agentic behavior) 这同一个方向上，包括 AI 自主规划、工具调用、分解复杂任务并逐步执行的能力等。，详情可参考搜狗输入法2026
细看OpenAI的硬件布局，抢入口的野心暴露无遗，其设备远非“能对话的音箱”那么简单，根据信息，它计划集成微型摄像头、肌电传感器与xMEMS超声波单元。