i think memory is most immediately valuable when you are doing the same thing repeatedly. i use chatgpt for random stuff, it doesnt matter that much if it remembers things about me
LLMS
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Survey on Multi-Agent Systems from Classical to LLM-Based Paradigms
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// Survey on Multi-Agent Systems // The paper traces the landscape from classical paradigms (consensus, distributed control, swarm intelligence, cooperative learning) to foundation-model-enabled MAS (LLM-based planning, role specialization, task decomposition, multi-modal
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Gen AI’s Impact on Job Market: Roles and Technical Skills
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What's inside: → Gen AI's impact on the job market and the core concepts you actually need to know → A breakdown of AI roles, leveling matrices, and how to build a roadmap that fits your background → The full Gen AI stack: RAG, vector databases, function calling,
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Codex Usage Surges to 4 Million Weekly Developers
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In early April, we shared that more than 3 million developers were using Codex every week. Just two weeks later, that number has grown to more than 4 million. WE'RE SO BACK!!!
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Kimi K2.6 Open-Source Model Challenges Claude Opus 4.6
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Kimi K2.6 raises the bar for open-source models.
— Akshay 🚀 (@akshay_pachaar) 21 avril 2026
Moonshot released it yesterday, and for the first time, an open-weight model holds its ground against Claude Opus 4.6 on the benchmarks that matter for agentic work.
It also costs a fraction of the price.
𝗧𝗵𝗲 𝗽𝗿𝗶𝗰𝗶𝗻𝗴… https://t.co/70e9OxfKf1 pic.twitter.com/pyPg7xbheZKimi K2.6 raises the bar for open-source models. Moonshot released it yesterday, and for the first time, an open-weight model holds its ground against Claude Opus 4.6 on the benchmarks that matter for agentic work. It also costs a fraction of the price. 𝗧𝗵𝗲 𝗽𝗿𝗶𝗰𝗶𝗻𝗴
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Don’t Trust Chatbots for Medical Advice Warns Expert
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Please don’t trust your chatbot for medical advice. Remember how I used to say that large language models are “frequently wrong, never in doubt”, and how I warned three years ago on 60 Minutes that they were purveyors of “authoritative bullshit” that should not be trusted?
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FrankenMoEs and Mergekit Experiments in AI Model Fusion
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That's so nice, it reminds me of frankenMoEs like Phixtral and Beyonder experiments with mergekit! (cc @chargoddard
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Beyond ChatGPT: The Full Spectrum of AI Technologies Explained
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People see ChatGPT.
But AI is much bigger: ML, DL, Neural Networks, CV, NLP, Predictive Analytics, Speech Recognition, Agentic AI — the full iceberg beneath the surface. Great visual. Credit in image. #AI #ML #DeepLearning #Tech #Innovation -
Token Price Stability Undermined by Tokenizer Drift
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Love that you built the counter, per-token price stability is a lie the moment tokenizer behavior drifts.