Seven challenges to the AI industry in the last 26 hours* Banks rejected SoftBank’s attempt to borrow again OpenAI stock
Germany courts told Google that their LLMs can be held liable for untruths Senator Warren challenged the legitimacy of the SpaceX IPO Anthropic’s
LLMS
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Seven recent challenges facing the AI industry: banks, courts, senator
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Pion Optimizer Rotates Weight Matrices for Stable LLM Training
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Can a new optimizer keep your LLM training stable without sacrificing performance? Researchers at Chinese University of Hong Kong, Max Planck Institute, and Westlake University introduce Pion. Instead of adding adjustments like Adam or Muon, Pion rotates each weight matrix
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Still: Amortized KV Cache Compaction in a Single Forward Pass
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Instead of deleting tokens or optimizing a new prompt-compressed cache, Still learns to synthesize a compact KV cache in a single forward pass. Thus, a small Perceiver per layer reads the cache.
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OpenAI considers price cuts, Anthropic growing
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Sources:
1: https://
wsj.com/tech/ai/openai
-considers-drastic-price-cuts-anticipating-war-for-users-with-anthropic-9b8c178e?mod=e2tw
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2: https://
wsj.com/tech/ai/mind-b
lowing-growth-is-about-to-propel-anthropic-into-its-first-profitable-quarter-7edbf2f4
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Step-by-step repo to build and train a transformer LLM from scratch
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Train your own LLM from scratch! A step-by-step repo that walks you through building and training a transformer model from scratch using PyTorch. From downloading training data all the way to generating text. The architecture is built from the ground up following the original
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Top Prompt Engineering Books for AI in 2026
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Top Prompt Engineering Books for AI in 2026! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #NLProc #LLM #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
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LangSmith Engine solves problems, not just diagnoses them
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LangSmith Engine goes beyond the addressing and diagnosis of problems, and actually works to fix them.
— LangChain (@LangChain) 11 juin 2026
A 1 minute explanation from @bentannyhill pic.twitter.com/ae6v1oBqOCLangSmith Engine goes beyond simply processing and diagnosing problems, and actually works to solve them. A 1-minute explanation by @bentannyhill
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FineWeb creators tackle robotics data bottleneck with Airstreet funding
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The FineWeb team turned the open web into the datasets that trained many of the field's LLMs. Now @gui_penedo and @HKydlicek are doing the same for robotics, where data is the bottleneck everyone agrees on and nobody has solved. @airstreet led the round and we're now live!
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AI Literally Following Instructions May Not Match Intent
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When your instructions are taken literally, you may not get the outcome you expected. Is your AI (Gen AI / Chatbot / AI Agent) doing what you mean or is it doing exactly what your instructions say?
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Review: Claude Code and AI Pair Programming with Context Engineering
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𝙈𝙮 𝙧𝙚𝙫𝙞𝙚𝙬: Before obtaining a copy of this book, I had not yet become familiar with Claude Code and didn't realize how robust AI Pair Programming is now. However, I did know and have rigorously promoted the absolute importance of Context (via Context Engineering) in any