Infrastructure efficiency fuels better tokenomics. Like a printing press that produces more pages when you invest in a better machine, ink and energy, better AI infrastructure means more tokens leading to lower cost per token.
HARDWARE
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AMD CEO Lisa Su Drives Global AI Computing Infrastructure
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Dr. Lisa Su, Chair and CEO, AMD, is driving the global compute foundations that make large-scale AI deployment possible. Through open platforms, ecosystem collaboration and advanced processing technologies, AMD is enabling AI adoption across industries and geographies. In the
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Mistral AI: Sovereign Intelligence Over Big Tech Dependency
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While Silicon Valley obsesses over AGI, @MistralAI is betting that big enterprises and sovereign nations will want to own, not rent, their intelligence
— Matt Turck (@mattturck) 12 février 2026
My conversation with co-founder & CTO Timothee Lacroix (@tlacroix6), for his first US podcast ever
Was reminded during this… pic.twitter.com/yLEExuGG7GWhile Silicon Valley obsesses over AGI, @MistralAI is betting that big enterprises and sovereign nations will want to own, not rent, their intelligence My conversation with co-founder & CTO Timothee Lacroix (@tlacroix6), for his first US podcast ever Was reminded during this conversation that Mistral is barely 2.5 years old – remarkable 00:00 — Intro 01:27 — Mistral vs. The World: From Research Lab to Sovereign Power 03:48 — Inside Mistral Compute: Building an 18,000 GPU Cluster 08:42 — The Trillion-Dollar Question: Competing Without a Big Tech Parent 10:37 — The Reality of Enterprise AI: Escaping "POC Purgatory" 15:06 — Why Mistral Hires Forward Deployed Engineers (FDEs) 16:57 — The Contrarian Take: Why "Agents" are just "Workflows" 19:35 — Trust & Autonomy: The Truth About Agent Reliability 21:26 — The Missing Stack: Governance and Versioning for AI 26:24 — When Will AI Actually Work? (The 2026 Timeline) 30:33 — Beyond Chat: The "Banger" Sovereign Use Cases 35:46 — Mistral 3 Architecture: Mixture of Experts vs. Dense 43:12 — Synthetic Data & The Post-Training Bottleneck 45:12 — Reasoning Models: Why "Thinking" is Just Tool Use 46:22 — Launching DevStral 2 and the Vibe CLI 50:49 — Engineering Lessons: How to Build Frontier AI Efficiently 56:08 — Are Enterprises Ready for AGI? & The Future of Intelligence
→ View original post on X — @arthurmensch, 2026-02-12 16:31 UTC
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MIT CSAIL Explores Humanoid Robot Capabilities and Implementation Challenges
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@voxdotcom recently visited MIT CSAIL to see the current capabilities of the lab's robots. Daniela Rus, CSAIL Director & MIT Prof., also discussed the current challenges w/implementing humanoids in settings like factories & homes: "If we’re looking for robots that will work side
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Axelera Metis AIPU powers sovereign European space AI with aizoOn
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Excited to partner with aizoOn to bring sovereign European AI to space! Axelera's Metis AIPU (214 TOPS) + aizoOn's expertise enable real-time onboard processing, autonomous ops & collision avoidance in extreme environments.
#SpaceAI #EdgeAI -
Visual AI Agents: Video Reasoning and Actionable Insights with NVIDIA
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The next wave of AI agents won’t just read text—they’ll reason over video and extract actionable insights.💡
— NVIDIA AI (@NVIDIAAI) 11 février 2026
In this #NVIDIAGTC session, be the first to hear about the new features powering visual AI agents with NVIDIA Blueprint for Video Search and Summarization (VSS), open… pic.twitter.com/lPPzlDW3vaThe next wave of AI agents won’t just read text—they’ll reason over video and extract actionable insights. In this #NVIDIAGTC session, be the first to hear about the new features powering visual AI agents with NVIDIA Blueprint for Search and Summarization (VSS), open
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Axelera AI Expands to Israel Through CIDEV Distributor
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Expanding Our Global Reach: Cidev Group קבוצת סידב Now Distributing Axelera AI Solutions in Israel We're pleased to announce that CIDEV Group is now our official distributor in Israel, bringing high-performance AI inference accelerators to one of the world's most innovative
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Axelera presents chip design innovations at SEMICON Korea
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We're at #SEMICONKorea this week. Axelera's R&D Director Giuseppe Garcea is speaking at the Netherlands-Korea Semiconductor Tech Seminar on new chip design approaches, and CEO @FabAroundEU is joining the Dutch government's innovation mission tomorrow, and we'd love to see you
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Callimacus Redefines Websites and E-commerce with Groq
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Learn more: groq.com/customer-stories/ca… [Translated from EN to English]
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GPU Memory Trap: KV Cache Fragmentation and Paged Attention Solution
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The GPU Memory Trap
— Satya Mallick (@LearnOpenCV) 10 février 2026
Why Your GPU Runs Out of Memory 🧠
Learn how KV Cache fragmentation kills concurrency and wastes VRAM.
The secret fix? Paged Attention.#GPU #NVIDIA #TechExplained #ArtificialIntelligence pic.twitter.com/kGHhD3c7DrThe GPU Memory Trap Why Your GPU Runs Out of Memory Learn how KV Cache fragmentation kills concurrency and wastes VRAM. The secret fix? Paged Attention. #GPU #NVIDIA #TechExplained #ArtificialIntelligence