The X feed has improved after I called it disgusting. Still, I feel the urge to wash my eyes after scrolling.
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oops, wrong account, was meant to be for @pilabscloud - go follow that then
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So far, the most elegant and useful application of AI as attention mechanism, big data, solving problems through statistics is AlphaFold from Google Deepmind.
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Why can Google afford it? Because they've been in the game for so long and built a solid infrastructure, affording themselves to play with anything new and emergent with...grace.
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I don't pay attention to OpenAI or Anthropic because they are the Zuck of social media. Borrowing money from creditors, running a business on shaky foundation, lying, misleading, deceiving on all fronts to keep the bubble going. Get daddy to slap them hard on the wrist.
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AI is dangerous because
1. It's build on O(n^2), matrix multiplication, quadratic complexity and any way you scale it, it's energy consumption is going to blow up exponentially
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AI = a particular type of machine learning applied on artificial deep neural network using self-attention mechanism.
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Transformers has a quadratic complexity problem: O(n²). Building more data centers around the silicon microchip to solve an algorithmic issue is a ultimately a brute-force dead-end.
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Reservoir computing not only escapes O(n²) entirely, shifting from LLM’s static word predictor toward a native physical, dynamic, chaotic predictor.
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