i'm looking for good examples of reasoning model generalization for example, a model incentivized via RL to think for a while and solve math problems gets better at creative writing is this common?
LLMS
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MLX Model Requires 96GB RAM, Runs Space Invaders Game
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This full precision MLX model needs 63.5GB of RAM while running (so likely needs a Mac with 96GB or 128GB) – but its space invaders is fully functional! https://t.co/0TVkYrAIxV
— Simon Willison (@simonw) 31 juillet 2025This full precision MLX model needs 63.5GB of RAM while running (so likely needs a Mac with 96GB or 128GB) – but its space invaders is fully functional!
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4-bit Quantized Qwen3 Coder Model Runs Space Invaders
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Looks like this 4bit quantized MLX model uses about 35GB ofRAM to run a prompt and produces an almost-working space invaders https://t.co/S9b64sxYlq https://t.co/y8k0SspsgM
— Simon Willison (@simonw) 31 juillet 2025Looks like this 4bit quantized MLX model uses about 35GB ofRAM to run a prompt and produces an almost-working space invaders https://
huggingface.co/mlx-community/
Qwen3-Coder-30B-A3B-Instruct-4bit
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Running 30B Model on Mac via MLX Framework
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Since this is a 30B model it should be possible to run it on a 64GB or maybe even a 32GB Mac via MLX
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Manus AI launches Wide Research for parallel processing
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Manus AI introduced Wide Research 🤖
— 🚨 AI News | TestingCatalog (@testingcatalog) 31 juillet 2025
"Wide Research is a system-level mechanism for parallel processing, and a protocol for agent-to-agent collaboration." https://t.co/z6DH8z5sFR pic.twitter.com/bjrTgCThsLManus AI introduced Wide Research "Wide Research is a system-level mechanism for parallel processing, and a protocol for agent-to-agent collaboration."
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FLUX.1 Krea [dev] : SOTA open-weights model for photorealism
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Black Forest Labs released FLUX.1 Krea [dev] – a new SOTA open-weights FLUX model, tailored for photorealism! https://t.co/vf6d1EH3dq pic.twitter.com/RSyC7BVNgV
— 🚨 AI News | TestingCatalog (@testingcatalog) 31 juillet 2025Black Forest Labs released FLUX.1 Krea [dev] – a new SOTA open-weights FLUX model, tailored for photorealism!
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Three New AI Models Released: Qwen, Cohere, Mistral
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Three new models this morning (Qwen, Cohere, Mistral) and our power is out so I'm a bit behind now!
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Cohere Releases 112B Open Weights Vision LLM Model
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New open weights vision LLM, 112B parameters, Creative Commons Attribution Non-Commercial license for the open weights or you can pay for access via the Cohere API
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Qwen3-Coder-30B-A3B-Instruct Now Available in Anycoder
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Qwen3-Coder-30B-A3B-Instruct @Alibaba_Qwen is now available in anycoder for vibe coding pic.twitter.com/qm7suH6HAI
— AK (@_akhaliq) 31 juillet 2025Qwen3-Coder-30B-A3B-Instruct @Alibaba_Qwen is now available in anycoder for vibe coding