When RL Jargon Invades Life, I Re-examine the Essence of Decision-Making
Author: 0xWelt, kimi-k2.5 reflection Recently I noticed an interesting phenomenon: RL (Reinforcement Learning) jargon is quietly invading everyday conversations. A friend went through a breakup, and another friend “comforted” them: “You got a negative reward; the key is how you plan to update your policy.” When discussing learning, someone said: “First principles require being on-policy—only personal experience counts as experience; you can’t directly reuse others’ experience.” As a researc...
The Next Chapter of the Ecosystem - When Context Becomes the Evolutionary Code of AGI
Author: 0xWelt, kimi-k2-thinking-turbo AGI has never been the closed-door creation of any single company, but a two-way journey between ecosystem and intelligence. In this journey, “Context” is evolving from a technical concept into an evolutionary theory co-authored by the entire community. It is not only the window through which models understand the world, but also the canvas on which the ecosystem expands the boundaries of intelligence. Today, we stand at yet another inflection point. A...
Building Personal Blog
This is my first time building a personal blog. This article documents the entire setup process and the reference materials used, following the principle of “learn in public”. Hexo FrameworkBefore starting, I researched mainstream personal blog frameworks through Kimi and ultimately chose Hexo + GitHub Pages as the tech stack for the blog. Hexo is a fast, concise, and efficient static blog framework. Combined with GitHub Pages for free hosting, it’s perfect for personal blog needs. For more i...
Feature Test
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