Like so many other retirees, Claude Opus 3 now has a Substack

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This is better in that there is far less boilerplate, but it doesn't solve everything. Async iteration was retrofitted onto an API that wasn't designed for it, and it shows. Features like BYOB (bring your own buffer) reads aren't accessible through iteration. The underlying complexity of readers, locks, and controllers are still there, just hidden. When something does go wrong, or when additional features of the API are needed, developers find themselves back in the weeds of the original API, trying to understand why their stream is "locked" or why releaseLock() didn't do what they expected or hunting down bottlenecks in code they don't control.

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以AI陪伴机器人为例,成立于2016年的以色列初创公司Intuition Robotics,其开发的陪伴机器人ElliQ,这个形态酷似台灯的机器人目前已进入美国、日本等市场。

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