The cost of code is coming down, so we will consume more of it. The productivity of coders is going up, so they will become more valuable. Coding now includes training and driving models.
CODE
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Amazed by AI news reader approach, inspiring new development ideas
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Yeah, that's amazing. I'm building a news reader myself with AI to read my lists and never even thought of doing it this way.
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Operating Systems Will Be Rebuilt Using Differentiable Programming
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Prediction: we will end up rebuilding Operating Systems using automatically differentiable programming primitives. It won’t be a monumental task with LLMs, and it will lead to gradients back-propagating into the OS kernel. < 7 years.
→ View original post on X — @reza_zadeh, 2026-02-21 03:39 UTC
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From Chat to Code to Claw: AI Capability Evolution
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First there was chat, then there was code, now there is claw. Ez
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Mac mini adoption concerns for OpenClaw AI testing security
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Bought a new Mac mini to properly tinker with claws over the weekend. The apple store person told me they are selling like hotcakes and everyone is confused 🙂 I'm definitely a bit sus'd to run OpenClaw specifically – giving my private data/keys to 400K lines of vibe coded
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Building a Proprietary Data Fusion Layer for AI Pipelines
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big fan of ontology btw, but noted. building the proprietary data fusion layer this weekend
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Claude Opus 4.6 surpasses benchmark limits
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The benchmark broke before the model did. METR's own task suite is saturated. They can't measure how capable Claude Opus 4.6 actually is because the tests aren't hard enough anymore. The headline number: 14.5 hours of autonomous software work at 50% success rate. But the real
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Custom AI Models for Domain Specific Applications Challenge
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Designing the custom AI model for domain specific application is the hardest thing you will do.
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Obsidian and Claude Agents Power Business Podcast Strategy
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The power of my Obsidian @obsdmd
-based business brain with Claude-based agents, and a super impressive SOP for Podcasts based on a few years of doing it for AI Today 😉 Just wait till the video comes out!