Following the AI stack from models to inference. Thoughts on Kimi, DeepSeek, agents, benchmarks, and what's actually useful.

Santa Calra, California
Ethan retweeted
4 models. 1 iced coffee challenge.🧊☕ We put four models to the test with a mini-game: catch ice and milk, dodge briefcases. ☕GLM 5.3 ☕GLM 5.3 Flash ☕Mistral Large 4 ☕GPT 5.6 Which model nailed it? #AICoding #LLM #GLM
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Ethan retweeted
Your compute shouldn't be stuck on "loading..." Modular data centers. Up and running in just 3 months.🟢 #AIInfrastructure #ModularDataCenter #DataCenters
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What is an NVIDIA Reference Architecture? A validated design for AI infrastructure—bringing compute, networking, storage, and software together into one scalable system. 1/5🧵
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Ethan retweeted
AI compute starts on the factory floor. From structural assembly to equipment installation, Canopy Wave’s modular AI data center is taking shape—building the foundation for GPU workloads. #AIInfrastructure #ModularDataCenters
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From architecture to production-ready delivery
Built on NVIDIA Reference Architecture. Delivered with Speed. Canopy Wave designs and delivers complete GPU Clusters, with designs, ensuring full alignment with NVIDIA Cloud AI Infrastructure standards from day one. Our expert team integrates compute, networking, and storage, speeding up deployment through preconfiguration and automation. Design → Deploy → Validate → Deliver One team, from architecture to production-ready delivery. Talk to our engineers👇
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Take your AI performance further with NVIDIA HGX B300 on Canopy Wave. Powered by @nvidia's Blackwell Ultra architecture, B300 delivers approximately 2.3x the peak FP8 compute performance of H200. Built for production AI with: ✅99.99% uptime ✅SOC 2 Type II ✅24/7 Support Scale with confidence. Reserve your B300 capacity today👇 canopywave.com/hgx-b300?utm_… #NVIDIA #B300 #CanopyWave 1/5
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starts here
From Power to Token starts here. Inside the factory, Canopy Wave’s modular AI data center is taking shape. We’re building the physical foundation that connects power, data center capacity, GPU compute, and AI inference. Built module by module. With scale in mind. #AIInfrastructure #ModularDataCenters #AICompute #FromPowerToToken #CanopyWave
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From Power to Token
MiMo V2.6 Flash on Canopy Wave delivered nearly 3x higher total throughput than the other provider under the same test conditions. From power to token, speed is built into every layer. Here's what makes that possible.🧵 #AIInference #AIInfrastructure #MiMo #CanopyWave #FromPowertoToken
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Day 0: MiMo V2.6 Flash is live on Canopy Wave Stronger agents. Bigger performance gains. - Up to 3.6x higher performance than MiMo V2.5 across agent tasks. - Competitive with GPT-5.6 Sol performance at roughly 1/30 to 1/70 the cost. Start building now👇
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Built for the latest-generation @nvidia GPUs. Designed to Tier III standards. Canopy Wave’s modular AI data center is engineered for high-density GPU environments: • 24/7 power delivery • 99.8% measured availability • N+1 redundant configuration Explore more: canopywave.com/modular-ai-da…
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90% factory-based prefabrication. Targeting core deployment in 3 months. Canopy Wave’s modular AI data center moves integration and testing into the factory—before arrival on site for assembly. Compared with traditional construction that relies heavily on on-site installation and integration, our approach moves more of that work upfront. More preparation in the factory. A faster path to deployment. Explore:canopywave.com/modular-ai-da…
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Jensen was live on stage. Then Trump called 📞
MUST SEE: Amazing moment as President Trump calls Nvidia CEO Jensen Huang while he's on stage at the All-In Summit. @POTUS on AI Doomerism: “I'm telling you, it's all a hoax… and we're not going to let that happen.”
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Introducing Canopy Wave’s modular AI data center. - Targeting 3-6-month core deployment cycles - Designed to Tier 3 standards - Built for the latest-generation NVIDIA GPUs Built for the AI factories of today and tomorrow. 🧵1/6
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AI safety in the streets, $13.7B compute deals in the sheets.
JUST IN: Anthropic signs $13.7B compute deal with Trump-linked RUM Group despite calling to slow AI development
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⚡Day 0 on Canopy Wave: DeepSeek-V4.1-Flash is now live. Built on DeepSeek’s new architecture, V4.1 Flash brings native visual understanding alongside stronger coding and agent capabilities. 🖼️Native image + text understanding 🤖Built for agentic workflows 📚Up to 1M context ⚡Faster, more efficient inference From understanding visual inputs to tackling long-context coding and multi-step agent tasks, V4.1 Flash expands what the Flash series can handle. Try DeepSeek-V4.1-Flash on Canopy Wave 👇
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Choosing the GPU is only half the infrastructure decision.
Self-built. Public cloud. Private GPU cloud. There’s no single "best" way to run production AI workloads — only the model that fits your infrastructure needs. We compare the trade-offs across deployment speed, control, security, and operations. Full breakdown 👇
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Ethan retweeted
Reservations for NVIDIA HGX B300 are now open on Canopy Wave. Powered by @nvidia’s latest-generation Blackwell Ultra GPUs, B300 delivers 288GB of GPU memory for demanding AI workloads. Plan ahead. Scale from development to production on secure B300. Reserve now👇
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GPT-6 just turned an iPad mini into a gaming PC.
I used GPT-6 Astra to get AAA PC games running on my iPad mini! Skyrim, Batman: Arkham City, Hades, and Age of Empires II. The actual Windows versions, running locally with touch controls. No streaming. Demo below and I'll share a repo and setup guides soon!
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Finding the right GPU cloud just got a little easier.
We're now listed on GetDeploying.⚡️ If you're comparing GPU cloud options for your next AI workload, you can now find Canopy Wave there too: getdeploying.com/canopywave
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