(Ok, that last remark was maybe unfair. Grok 4 Heavy feels mildly slower to me than o3-pro but o3-pro is slow too, even on easy questions. You don’t use these giant reasoning models for speed.)
SYSTEMS
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MIRIX: Multi-Agent Memory System for LLM-Based Agents
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MIRIX: Multi-Agent Memory System for LLM-Based Agents Yu Wang, Xi Chen: https://
arxiv.org/abs/2507.07957 #ArtificialIntelligence #DeepLearning #MachineLearning -
Understanding ML Architecture for Better Model Trade-offs
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But some understanding of architecture is always good to have. It's also part of trading off diff models when you build ml system
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Edge Models Rise: Routers Remain Essential for Distributed AI
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None of this scaffolding will die at the edge.
— Maxime Labonne @ ICLR (@maximelabonne) 14 juillet 2025
Routers will only get increasingly relevant because edge models are catching up.
Keep building smart and local solutions! https://t.co/5p99LhgPJ1None of this scaffolding will die at the edge. Routers will only get increasingly relevant because edge models are catching up. Keep building smart and local solutions!
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Consumer tools now use systems over models
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yeah, I think we are already dealing with “systems” rather than “models” in most consumer facing tools.
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WordPress Categories for AI Topics
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CI Agent committed 19 hours ago +1 -0 lines changed
grok4_system_turn_prompt_v8.j2 -
Thousand-Brains Systems: Sensorimotor Intelligence for Rapid Learning
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Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning and Inference Leadholm et al.: https://
arxiv.org/abs/2507.04494 #ArtificialIntelligence #DeepLearning #MachineLearning -
Grok 4 builds full-stack apps from a single sentence
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Just used https://t.co/OUicxARkXK to build a real full-stack app from a single sentence – with Grok 4
— AI Breakfast (@AiBreakfast) 12 juillet 2025
No devs. No code. No BS.
Type what you want → It builds it.
Frontend + backend.
Now with:
✅ Google Auth
✅ Built-in LLMs (no API keys!)
✅ Security + scale agents
✅ Mobile… pic.twitter.com/bY8ptJUgF8Just used https://
emergent.sh to build a real full-stack app from a single sentence – with Grok 4 No devs. No code. No BS. Type what you want → It builds it.
Frontend + backend.
Now with: Google Auth Built-in LLMs (no API keys!) Security + scale agents Mobile