You mean trillions of matmuls.
LLMS
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Mass Intelligence Era: Advanced AI Reaching Billions Simultaneously
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I wrote about the era of Mass Intelligence. GPT-5 and Google's Nano Banana are examples of how advanced AI is now making their way to far more users, at scale, as both performance and efficiency keep improving. We are going to see a lot of weird things happening, all at once.
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Fast Deep Coder: New AI Coding Agent with Cloud VM
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Introducing Fast Deep Coder by @NinjaTechAI – a coding agent with its own cloud VM
— Cerebras (@cerebras) 28 août 2025
‣ Sonnet-level capability (69.6% SWE-bench)
‣ 5–10x faster using Qwen3 Coder on Cerebras
‣ Runs in a persistent cloud VM, freeing up your laptop
‣ Native GitHub integration
Try it here:… pic.twitter.com/FgJwGZVaaMIntroducing Fast Deep Coder by @NinjaTechAI – a coding agent with its own cloud VM
‣ Sonnet-level capability (69.6% SWE-bench)
‣ 5–10x faster using Qwen3 Coder on Cerebras
‣ Runs in a persistent cloud VM, freeing up your laptop
‣ Native GitHub integration
Try it here: -
LLMs Learn Well-Formulated Information: Task Formulation Over Technique
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It's incredible that anything we can formulate well, LLMs can learn it. There are thousands of "high-quality information sources that are yet to be llmfied". All along, it seems it has been more about "task formulation & data curation" than specific training techniques. On the
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MoE Performance: Discrete GPUs vs Unified Memory Architecture
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MoE is strictly worse for folks using discrete consumer GPUs like a 3090 AFAICT. It seems pretty good for unified memory stuff like Macs though.
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Grok Code Fast 1 Released: Fast and Affordable
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Grok code fast 1 released, blazing fast and very cheap
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Grok Enhances Coding Abilities with Consistent Updates
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We’d love to hear your feedback. The team is focused on delivering consistent updates to Grok’s coding abilities to improve user happiness and productivity. This is just the start, and if you’re excited about our team’s mission to build the world’s best coding models, we’d love
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Grok Code Fast 1: Versatile AI Coding Model Builds Game Daily
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Grok Code Fast 1 is versatile across the full stack and is particularly strong at TypeScript, Python, Java, Rust, C++, and Go.
— xAI (@xai) 28 août 2025
Using Grok Code Fast 1, @DannyLimanseta built the following game in a day. pic.twitter.com/rz2RgBno5lGrok Code Fast 1 is versatile across the full stack and is particularly strong at TypeScript, Python, Java, Rust, C++, and Go. Using Grok Code Fast 1, @DannyLimanseta built the following game in a day.
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Grok Code Fast 1: New Lightweight Model for Speed Affordability
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We built Grok Code Fast 1 from scratch, starting with a brand-new lightweight model architecture. Combined with novel improvements to accelerate serving efficiency, Grok Code Fast 1 sets a new standard for both speed and affordability.