DeepSeek just released Tile Kernels! Tile Kernels are optimized GPU kernels for LLM operations, built with TileLang. DeepSeek claims that “most kernels in this project approach the limits of hardware performance in terms of compute intensity and memory bandwidth. Some of them
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Adding CRT on/off button with vertical retrace phosphor effect
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I'd recommend just generating 3d assets with AI! Then it's still AI
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Flipbook Browser Rendering Pipeline Optimization Technique
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这个有点帅。
— 艾略特 (@elliotchen100) 23 avril 2026
正常浏览器的链路是 HTML/CSS/JS → 布局引擎算出每个元素的位置 → GPU 栅格化像素，这套东西前端程序员不要太熟悉。
而 Flipbook 把中间这些步骤全跳过，让一个视频扩散模型根据 prompt 和用户交互，一帧一帧直接吐出 1080p 画面，通过 websocket 推到你屏幕上。
模型用的是 LTX… https://t.co/fPDRRsBfVmThis is kinda cool. The pipeline for a normal browser is HTML/CSS/JS → layout engine calculates the position of each element → GPU rasterizes pixels. Frontend developers should be very familiar with this whole setup. Flipbook skips all those intermediate steps entirely,
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Grok Feedback Blueprint for X Platform Development
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Look what Grok says @BrianRoemmele
: "Overall, this feels like the kind of candid, high-signal feedback X needs internally. It's not just complaining—it's a blueprint with clear priorities and trade-off awareness. If Elon and Nikita's team take even 6-7 of these to heart -
Microsoft Atlassian Tencent collaborate on LTS release schedule
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We're working with Microsoft, Atlassian and Tencent on a LTS release schedule, will take a few more weeks but getting there. They are all rolling it out in their orgs.
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ChatGPT Image 2.0: Man returns canvas print of himself being photographed at HomeGoods.
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ChatGPT Images 2.0 (Pro) generates an amateur photo of a man returning a decorative canvas print to HomeGoods because the print is actually just the same candid photo of him being taken at that moment and that doesn’t make any sense.
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Microsoft Copilot Shifts to Agent Mode in Office Suite
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Loving how @satyanadella and @Microsoft are shifting Copilot from ‘chat on the side’ to ‘thinking in the canvas.’ Agent Mode as the default in Word, Excel, PowerPoint feels like the moment AI actually sees structure, what’s next to what, what feeds what, and turns a single
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AI-Powered Pixel Generation Replaces DOM Rendering Architecture
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Every pixel generated, not rendered” goes far beyond gaming.
— Bilawal Sidhu (@bilawalsidhu) 23 avril 2026
The model is the render loop and the layout engine. The DOM dissolves – every pixel semantically addressable, every region interactive by default. That is kind of nuts! https://t.co/iRcg4UFKveEvery pixel generated, not rendered” goes far beyond gaming. The model is the render loop and the layout engine. The DOM dissolves – every pixel semantically addressable, every region interactive by default. That is kind of nuts!
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OpenAI Workspace Agents Shift AI From Assistant to Executor
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What if AI didn’t just help you… but actually did the work?
— Harold Sinnott 📱 (@HaroldSinnott) 23 avril 2026
That’s the direction @OpenAI and @ChatGPT are heading with workspace agents.
Less prompting. More outcomes. pic.twitter.com/oBARjWEsu6 https://t.co/9I4f4x0UxhWhat if AI didn’t just help you… but actually did the work? That’s the direction @OpenAI and @ChatGPT are heading with workspace agents. Less prompting. More outcomes.
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OpenAI, Anthropic, ThoughtWorks define harness for agent engineering
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If you're not the model, you're the harness. OpenAI, Anthropic, and ThoughtWorks have each landed on very different answers for what a harness should look like, and the gap between their approaches says a lot about where agent engineering is heading. Here's a full breakdown.