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这世界上每个人都有动机，但绝大多数人没有使用前沿模型与 harness 框架合作创造的能力，如果我们承认人类最重要的并非智能，而是某种原创的，属于每个人的思维模式，从大众那里采集动机就是有意义的，在智能随取随用的时代，这件事的意义更加重大，不知为何，这有点让我想到了新世纪福音战士…

Matas Buzelis EXPLODED off the ground for this January poster! Where will this rank in our Top Dunks of the Year countdown?? We're rolling out 40-21 today, with the top 10 dropping Saturday 👀

两个月之前我觉得 agent workspace（某种可拓展的分布式计算空间）是主要的问题，所以大家都在做类似的产品，wanman 也是其中之一，现在我越来越觉得动机发生器，也就是 intentware 才是重中之重。从哪里来，往哪里去，会成为拷问无数 agents 的首要问题。

The pressure rises in Las Vegas with Peach Jam on the horizon. Episode 4 of Air Time: Road to Peach Jam is now live on Nike and NBA YouTube accounts. Watch Here:

The pressure rises in Las Vegas with Peach Jam on the horizon. Episode 4 of Air Time: Road to Peach Jam is now live on Nike and NBA YouTube accounts. Watch Here:

Standing in front of the Burj Khalifa again. Goosebumps. Around three years ago I was here talking to a crypto bro based in the UAE. He told me most of his friends use @TrustWallet. I said that was impossible. It lacked this feature, that chain, that polish. He just smiled and said, “That’s what I see people using.” Coming back to the same place, I can only laugh at my own naivety. Trust Wallet is more performant now. The UX is better. We support more chains and features than ever. But that’s not why people stay. They stay because they trust. They trust the brand. They trust self-custody. They trust that the team will do right by them. Features can be copied. Performance can be improved. Trust takes years to build. We’re nine years in. Still early. Still entrusted by millions. What we carry forward isn’t just a product. It’s the trust of the people who chose us. It’s always Day 1. Thank you for your trust.

注意到 V4 预览版论文里的 Table 6，V4 Pro (Preview) 和 Opus-4.6 的 SWE Verified 跑分， 80.6 比 80.8 正好差 0.3%。 这也不能说有些做中介的人写一句什么“性能跻身全球第一梯队，编程能力仅弱于 Claude 旗舰0.3%”是在纯瞎编是吧？