A2GUI @A2GUI
Agent-based generation of graphical user interfaces. https://t.co/WLJmCWIz31 Joined May 2016-
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@mobailabs @cherry_mx_reds 看得出GPT和Claude，让他们爆账单了。haha
谷歌趋势最近的暴涨数据很可能是假的，是因为 AI 搜索在后台自动进行的那些“扇出查询”被错误地归并到了一起，导致关键词热度虚高，而不是用户需求真的爆发了。
A2GUI retweeted
1/N: Best base model for discrete diffusion LM? Masked diffusion is cheap, but it has weak native self-correction ability. Remasking introduces ad-hoc parameters, making the pipeline hard to tune and generalize. Pure uniform diffusion has a stronger correction potential, but it comes with a quadratic state space over the vocabulary, making it unscalable and much more expensive to train. We therefore revisit the mask+uniform direction previously explored by GIDD and present Self-Correction Discrete Diffusion (SCDD), which can be viewed as a real multi-step BERT. We exploit the absorbing structure not only for the mask state, but also for uniform token-to-token transitions, making our formulation much simpler than GIDD. We do not rely on ReMask for self-correction; instead, everything is learned during pre-/mid-training to maximize generalization potential. Here is how SCDD compares with GIDD and MDLM.
死亡是一种反馈，不是失败。比死亡更糟的，是出发点错了但居然成功了。这种成功是世界出了 bug，不是事情本身正确。它的存在价值要被折算。
Vibe Coding的时候，给Claude的提示词，成功可以一笔带过，失败要大声说出来，错误永远要说清楚。
Steve Jobs 那句"决定不做什么和决定做什么一样重要"——这只有哲学能告诉你。市场调研告诉你"做什么会有人买"，但只有哲学告诉你"什么不该被做出来"。
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