Stanford just turned the Meta-Harness paper into open source code. It's a framework that automatically optimizes the scaffolding around a fixed base model. Think memory, retrieval, and context decisions. The approach is unusually direct. A coding agent acts as the proposer.
LLMS
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Grounding: How Document Upload Improves AI Accuracy
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Ever uploaded a document to ChatGPT and asked a question about it? The answer you got came from grounding. When you ask a model a question without any file, it answers from memory.
Whatever it learned during training. Sometimes right, sometimes made up. Grounding forces the -
Unified Framework Controls Large Language Models Without Breaking
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Can you control a large language model without breaking its brain? Zhejiang University and Alibaba Group researchers just showed how. They unify all model control methods (fine-tuning, LoRA, activation edits) into one single framework, separating effects into "preference"
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Daily LLMs and AI Agents Knowledge Sharing
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Found this helpful? Like and repost to share the knowledge. Follow me → @datachaz for your daily dose of LLMs and AI agents.
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Tolaria: Free Mac App for AI Knowledge Building
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@Karpathy
's LLM wiki concept just became a real Mac app. It is called Tolaria, a free desktop app for Mac and Linux. The goal is simple: give humans and AI agents a shared, native environment to build knowledge. It writes like a modern block editor, but saves everything as -
Build Full Stack Apps with GPT 5.5 and Opus 4.7
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Build full stack apps using GPT 5.5 Thinking and Opus 4.7 Just use English language and kick start your business on Abacus AI Agent!
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GPT Pro Outperforms All Existing Models on Vision Task
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Another task you may like @SebastienBubeck GPT Pro nails it the first time — all other existing models fail. There is some room for improvement. The second time one can see issues with one of the Zebras.
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GPT and Generative AI: LLMs and Modern Tech Stack
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GPT, Generative AI and LLM! @starconfs #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
cstar.global -
GPT Generative AI and LLM Conference Overview
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GPT, Generative AI, and LLM! @AverConferences #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysOfCode https://
geni.us/Aver-Confer -
Algebraic Structures Natural Language Processing Applications
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Algebraic Structures in Natural Language! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #ReactJS #NLProc #Serverless #Linux #Books #Mathematics #Programming #Coding #100DaysofCode https://
geni.us/Structures-Lan
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