very cool! I love to see all the different directions people take it in, here esp the CLI, TUI, tool use aspects.
@karpathy
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Open Weights Versus Open Source: Infrastructure Challenges
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Great read! Off in the jungle with no trails. Open weights != Open source not only because of the data but all the related infra for everything not inference.
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Meta-Learning Approaches in Deep Learning: MAML Framework Discussion
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Cool! I only had a quick sim earlier today but really enjoyed a number of ideas even unrelated to the claw part, esp around the skills system. In deep learning there were a number of meta learning approaches (Eg MAML paper in 2017) where the goal is to optimize for the model
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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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M4 Mac Mini: Affordable Local AI Hardware Under $600
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Yeah, almost all of the heavy lifting is done the compute clusters of your favorite LLM provider and e.g. PicoClaw will run on <$10 of hardware. That said imo at $599 an M4 mac mini is *a lot* of bang for the buck, I just got mine for breathing room for future – local models etc.
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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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Advanced AI Systems Incompatible With Current App Store Models
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The higher tiers of AI psychosis are incompatible with today’s “App Store”
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AI Progress From Autocomplete to Compilers: Software Abundance Vision
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I think this group of reactions are still fundamentally rooted in a scarcity mindset of software. 2 years ago AI was botching autocomplete, today it is almost one shotting browsers and C compilers. Where is it in 2 more? 10? 20? Software so insanely cheap and abundant that
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Config vs Skill Philosophy in AI Tools
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I’ve been meaning to check it out. I love their config vs skill philosophy, it’s new and interesting.
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LLM Agents Should Handle Apps for Non-Technical Users
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Grandma certainly shouldn’t have to know apps or that there is an app. Her LLM agent should.