the issue is that unified memory would still be faster for loading MoEs that are larger than the largest single GPU in terms of Memory
SYSTEMS
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RTX PRO 6000 GPU Inference Faster Than Unified Memory After Loading
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This will probably be great for Large single GPUs (e.g. RTX PRO 6000) You’re limited to 40Gpbs initially (during model loading) but then once the model is fully loaded on the GPU it should be extremely faster than Unified Memory speeds for inference
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World’s First Robot Autonomously Kicks Human
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World’s first robot autonomously kicking human 😂
— Amitav Bhattacharjee (@bamitav) 14 mars 2026
pic.twitter.com/dKpHY8zowO#humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI@AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind…World’s first robot autonomously kicking human #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind
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Open Source Inference Still Immature: Hardware and Optimization Needed
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Not saying not to use it, but expect inaccuracies Doing this right requires actual hardware + knowing which piece of the inference stack to optimize for the different hardware & goal We are still in the infancy stage of opensource inference, one day it will just work OOTB
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Chromebook Philosophy: AI Computing Beyond Native Apps
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The idea of a chromebook is directionally correct. A browser, a file system, a linux kernel and a shell is all you need for real work. It's more suitable for AIs to use though, than humans, who still seem to like having a bunch of native apps. Hence, Perplexity Computer.
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Kill Vector Databases: Alternative Retrieval Solutions at Scale
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"Kill vector databases" is a bold claim haha. We'll see that at scale! Curious what the alternative retrieval layer actually looks like in practice.
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Industrial Intelligence Reshapes Global Power Balance
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The defining shift of our era is Industrial Intelligence.
— Nina Schick (@NinaDSchick) 13 mars 2026
AI is turning intelligence into a strategic utility powered by energy, compute, chips, and infrastructure. The societies that build this new industrial base will shape the balance of power in the 21st century. pic.twitter.com/ErguoC90EOThe defining shift of our era is Industrial Intelligence. AI is turning intelligence into a strategic utility powered by energy, compute, chips, and infrastructure. The societies that build this new industrial base will shape the balance of power in the 21st century.
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AI Transforms Internet Infrastructure for AI Supercycle Era
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AI Will Change the Internet Forever — Why Networks Must Evolve for the AI Supercycle AI isn’t just increasing internet traffic — it’s fundamentally changing how data flows across networks, forcing infrastructure to evolve for a new AI-driven era. Read more
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Multi-Model Architecture: Routing Tasks to Optimal AI Systems
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Running Opus 4.6 and GPT-5.4 simultaneously and routing tasks to whichever handles them best is a smarter architecture than picking one model and defending it.
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Replit HQ Live Event: Agent 4 Launch, Demos, and Future Plans
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For the first time ever, we're going live from the ground floor at Replit HQ! Live guests from Leadership, Engineering, and Product. Behind the scenes from launch day, live demos, Q&A, and what's next. Join us to celebrate Agent 4 w/ @MannyBernabe
, @raymmar
, and @Franciscocrz
.