Now anybody can build n8n agents easily using Claude with this prompt. loved it.
CODE
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Attention quadratic vs Grassmann linear scaling complexity gap
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The complexity story is WILD: Standard attention: O(L²d) – quadratic scaling with sequence length
Grassmann mixing: O(Ld²) – LINEAR scaling (for fixed rank r) This isn't just theoretical. As sequences get longer, the gap becomes exponential. -
MCP Apps extends Model Context Protocol for interactive UI in AI products
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The tech behind this is MCP Apps. Built on the Model Context Protocol (MCP), the open standard for connecting AI to tools. MCP Apps extends this further so developers can build interactive UI that works in any supporting AI product not just Claude.
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9 Distance Metrics for Machine Learning and Data Science
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9 Distance Metrics used in #DataScience and #MachineLearning (advantages & pitfalls): https://
maartengrootendorst.com/blog/distances/
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#AI #ML #Statistics #Mathematics #DataScientist #Algorithms
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See 730+ page book "Encyclopedia of Distances" (3rd edition): http://
amzn.to/3skDOWm -
Claude Code to get prompt suggestions and new Thinking effort selector
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Besides this – Claude Code is about to get prompt suggestions. – A new Thinking effort selector will be added to the model selector.
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AI Code Tools Disrupt Developer Pride and Expertise
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It feels like I’m cheating. Which is a very weird feeling to have. It takes a while to unpack. It’s because some code that used to be a point of pride and high IQ and knowledge is suddenly free and instant and it’s very disorienting.
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Understanding Comprehension Debt in LLM Development
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Love the word "comprehension debt", haven't encountered it so far, it's very accurate. It's so very tempting to just move on when the LLM one-shotted something that seems to work ok.
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Spec-driven development and declarative programming paradigm shift
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@ Spec-driven development
It's the limit of imperative -> declarative transition, basically being declarative entirely. Relatedly my mind was recently blown by https://
dbreunig.com/2026/01/08/a-s
oftware-library-with-no-code.html
… , extreme and early but inspiring example. -
MCP Apps: Interactive Interfaces for Tools in Claude
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We’ve launched the first official extension to MCP.
— Alex Albert (@alexalbert__) 26 janvier 2026
MCP Apps lets tools return interactive interfaces instead of just plain text.
Live in Claude today across a range of tools. https://t.co/aw3G3yxQvIWe’ve launched the first official extension to MCP. MCP Apps lets tools return interactive interfaces instead of just plain text. Live in Claude today across a range of tools.
