Our services have been strained by rapid user growth. It’s mostly stuff like scaling up databases, dealing with more contention, etc. We’re continuing to work around the clock to scale everything up — thanks for bearing with us!
SYSTEMS
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Dataflow Architecture: Key to AI Inference Speed Beyond Chips
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Faster AI chips alone don't fix slow inference. The real bottleneck is data movement. In the decode era, how well your architecture moves data determines speed, throughput, and cost. Here's why Dataflow matters more than ever
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AI Bottlenecks: Models, Data, or Infrastructure Challenge
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From the @aiDotEngineer London conference floor, we asked a simple question… what’s holding your AI back right now: models or data or infra?
— Snorkel AI (@SnorkelAI) 16 avril 2026
Here’s what @GoogleDeepMind's Cassidy Hardin had to say. pic.twitter.com/KL4IdQSBBHFrom the @aiDotEngineer London conference floor, we asked a simple question… what’s holding your AI back right now: models or data or infra? Here’s what @GoogleDeepMind
's Cassidy Hardin had to say. -
GoodAI Swarm Robotics Autonomous Exploration Test
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GoodAI Swarm Robotics: Autonomous Exploration
— Marek Rosa | European🇪🇺 | South African🇿🇦 (@marek_rosa) 16 avril 2026
Test of autonomous exploration in a simulated environment (a model of our office). With a single button click, the drone autonomously explored almost the entire building – it only missed the last part of the offices.
Visualization… pic.twitter.com/Yq6oTbUgM6GoodAI Swarm Robotics: Autonomous Exploration Test of autonomous exploration in a simulated environment (a model of our office). With a single button click, the drone autonomously explored almost the entire building – it only missed the last part of the offices. Visualization
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GoodAI Drone Completes Autonomous Indoor-Outdoor Mission Without GPS
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GoodAI Swarm Robotics: Our drone just completed an outdoor → indoor → outdoor mission through a window, smoke, and narrow corridors — without GPS or a pilot. We navigated it only on high-level by a few clicks of a mouse.
— Marek Rosa | European🇪🇺 | South African🇿🇦 (@marek_rosa) 16 avril 2026
It scanned the environment, built a 3D map, and found a… pic.twitter.com/xk6Kh4oVX6GoodAI Swarm Robotics: Our drone just completed an outdoor → indoor → outdoor mission through a window, smoke, and narrow corridors — without GPS or a pilot. We navigated it only on high-level by a few clicks of a mouse. It scanned the environment, built a 3D map, and found a
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New MedVersa Paper on AI Generalist for Medical Images Published
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I think the adaptive thinking requirement in Claude Opus 4.7 is bad in the ways that all AI effort routers are bad, but magnified by the fact that there is no manual override like in ChatGPT. It regularly decides that non-math/code stuff is "low effort" & produces worse results.
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Direct brain experience injection technology implications
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this is wild. take this to the extreme and you can just shoot entire life experiences directly into the brain like in… the matrix 🫠 https://t.co/qDkljdVCVX
— Yohei (@yoheinakajima) 16 avril 2026this is wild. take this to the extreme and you can just shoot entire life experiences directly into the brain like in… the matrix
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Predictive Bearing Maintenance Using Leading Indicators
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Dashboard showing machine running hot is lagging indicator. Prescriptive bearing replacement during scheduled Tuesday window is velocity indicator.
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SN50 Chip Runs Multiple AI Models Simultaneously Without Latency
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The SN50 runs multiple models simultaneously.
— SambaNova (@SambaNovaAI) 16 avril 2026
No reloading, no latency. Switch between models instantly with tiered memory architecture, perfect for agentic AI workflows.
More models. Less waiting. Better efficiency.
🔗 Learn more: https://t.co/v6jPztJPFp pic.twitter.com/xqNMBmnHhMThe SN50 runs multiple models simultaneously. No reloading, no latency. Switch between models instantly with tiered memory architecture, perfect for agentic AI workflows. More models. Less waiting. Better efficiency. Learn more: https://
sambanova.ai/products/rdu-a
i-chips?utm_source=x&utm_medium=organic
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From visibility dashboards to velocity-first AI prescriptions
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From visibility-first dashboards to velocity-first prescriptions: telling operators exactly what to do and when, not just showing problems.