RTX PRO for sure, the below is relevant as to why Unified Memory isn’t ideal for concurrency/multi-agents
AI HARDWARE
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Cutting-Edge Hardware Inference Stack Delivered at NVIDIA GTC
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Our crew had a blast at @NVIDIAGTC this week The biggest takeaway? We're delivering exactly what the ecosystem needs: a cutting-edge hardware inference stack built for speed, scalability, and efficiency.
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AI Directory Adds Events Page, Physical AI Listings, and Leaderboards
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Updates coming:
– Events page to keep you looped in on AI related events
– Physical AI listing – Sortable gadgets
– Various leaderboards for ranking tools
– Bug and UX fixes based on your suggestions -
Global AI Token Consumption Reaches 25000 Per Person Daily
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25,000 daily tokens per human alive today – this is about the amount of tokens we are processing today globally
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Nvidia Revenue Beyond Chips: Networking and Diversified Income
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I think this is somewhat correct but misses some key points that make the reality a lot less doom and gloom… 1. This acts like Nvidia’s chip sales are the only way they make money. It’s way more nuanced than that. Their networking business alone generated $31b last year. Chips
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Axelera AI’s Hardware Powers HammerHAI Supercomputer for European AI
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Congratulations to Hewlett Packard Enterprise and the entire HammerHAI consortium on this milestone. EuroHPC Joint Undertaking (EuroHPC JU) has signed a contract to deploy HammerHAI, an AI-optimized supercomputer at the High-Performance Computing Center Stuttgart, as part of the EU's AI Factories initiative. Delivering more than 15 exaflops of peak AI inference performance, it will give European startups, SMEs, and researchers access to world-class AI compute, free of charge. We are proud that Axelera AI's inference hardware is part of this system, and thrilled to see this kind of collaboration driving Europe's sovereign AI infrastructure forward. eu1.hubs.ly/H0sPY4h0 #AxeleraAI #HammerHAI #EuroHPC #AIFactories #EdgeAI #EuropeanAI #Semiconductors
→ View original post on X — @axeleraai, 2026-03-19 17:02 UTC
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AI Grid: Distributed Computing Platform for Scalable Intelligence
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For AI to stay responsive and economical at scale, it needs to move closer to where data is created and intelligence is used. That’s where the AI grid comes in: connected, distributed sites operating as a unified, orchestrated computing platform. Watch the full video to
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Tesla Optimus Unveils Ultra-Refined Robotic Hand Technology
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From Grip to Grace: Tesla Optimus Introduces Ultra-Refined #Robotic Hand
— Ronald van Loon (@Ronald_vanLoon) 19 mars 2026
by @CyberRobooo#Robots #MachineLearning #ArtificialIntelligence #ML pic.twitter.com/zTiOnbnrPdFrom Grip to Grace: Tesla Optimus Introduces Ultra-Refined #Robotic Hand
by @CyberRobooo #Robots #MachineLearning #ArtificialIntelligence #ML -
Humanoid Robot Built for Function Over Form
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This robot is built for function over form https://
youtu.be/5yIZUhkY_dM?si
=6qocQF05918aSJyq
… via @YouTube #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves -
China Unveils Tennis-Playing Humanoid Robot Innovation
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China unveils a tennis-playing humanoid robot! https://
youtu.be/y1-_GiSBDpw?si
=Ho9q5Uakjdacb51E
… via @YouTube #tennis #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @sonu_monika @enilev @Jagersbergknut @TysonLester @chidambara09