Luke Alonso has uploaded an NVFP4 of GLM 5.2 467GB, would fit on 4x DGX Sparks (~$20k)
GENERATIVE AI
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PixelRAG skips OCR by embedding screenshots directly into vectors
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True if you round-trip through OCR to markdown, that's where the token cost piles up. But PixelRAG skips that. The screenshot gets embedded straight into a vector for retrieval, no image to text step in the pipeline. The VLM only reads pixels at the end, on the few tiles it
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RAG stacks still convert pages to text, but vision models are catching up
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Same, you'd think it was the default by now. But most RAG stacks still parse pages to text first, mostly because vision models were too slow and pricey to run at scale until pretty recently. That window is closing fast now.
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Generative AI is a runaway train, says Gary Marcus
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If Generative AI were a vehicle, it would be a runaway train.
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GPT-5.6: a great positive surprise ahead
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I have the feeling that GPT-5.6 will be a great positive surprise. Let us recall the information about GPT-5.6: "The company is separately preparing to launch a new AI model, codenamed 5.6, which will represent a 'significant improvement' over the flagship"
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Is Generative AI the most soul-crushing technology?
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Has there ever been a more a soul-crushing technology than Generative AI?
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Betting on GLM 6 with new pre-training optimizations
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I am betting big time on GLM 6 There are many recent papers with great pre-training optimizations (e.g. DSv4) Now, if Zhipu uses some of that (+ their own novel research), and top it off with their current post-training regime, we're looking at an amazing SOTA in the making
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PixelRAG: skip HTML parsing, screenshot for RAG
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STOP PARSING HTML FOR RAG. JUST SCREENSHOT IT Researchers from UC Berkeley just released PixelRAG, an open-source system that skips HTML parsing entirely. Why is it changing web scraping for good? Well, instead of scraping a page into text and embedding chunks: #1 it
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Run a Local LLM with OpenClaw on Your Mac Mini
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Run a Local LLM with OpenClaw on Your Mac Mini! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Building LLM Applications with DSPy
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Building LLM Applications with DSPy! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Books #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode