BREAKING : OpenAI is partnering with Cerebras to add 750MW of ultra low-latency AI compute to its platform. “That means faster responses, more natural interactions, and a stronger foundation to scale real-time AI to many more people”
SYSTEMS
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New Operating System for Autonomous Space Operations
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There is a new operating system for autonomous space operations:
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NVIDIA Unveils Physical AI with Rubin GR00T Alpamayo
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At CES, our CEO Jensen Huang unveiled how physical AI is coming to life in factories, robots and the next wave of autonomous vehicles with Rubin, GR00T, Alpamayo and more. Watch the keynote: https://
nvda.ws/4pFU5iy
Read the announcements: https://
nvda.ws/3Lcf1j5 -
SWE-bench Evaluation Challenges at Kubernetes Scale
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3/5 Trying to run SWE-bench eval as-is on k8s at large scale wasn't trivial: – Fresh pods have no cache. This means that everyone re-downloads the world (hello HF 429s.
– “docker run inside k8s” works on paper, then dies from contention, privileges, and overhead. It worked, but -
Small Teams Need Systems More Than Large Companies
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You're not too small for systems.
— Ronald Schmelzer (@rschmelzer) 12 janvier 2026
You're too small NOT to have them.
Big companies can afford chaos.
You can't.
Every inefficiency bleeds time you'll never get back.
Systematize or stay stuck.
🔗 https://t.co/XNisiTnQe0 pic.twitter.com/PaTJ0JYR2oYou're not too small for systems. You're too small NOT to have them. Big companies can afford chaos.
You can't. Every inefficiency bleeds time you'll never get back. Systematize or stay stuck. https://
scalebrate.com/podcast/what-a
re-microteams
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System Design Matters More Than AI Tools Themselves
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AI tools aren’t the edge.
System design is. Chatbots = interface
Automation = leverage
Knowledge = memory
Data + workflows = ROI Tools are replaceable.
Capabilities aren’t. -
AG-UI Protocol Stack for Agent-to-User Communication and State Streaming
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Great visual! Would like to add AG-UI to this mental model. MCP handles agent-to-tool. A2A handles agent-to-agent. AG-UI handles agent-to-user and standardizes how agent state and actions stream to the frontend. All three together give you the full protocol stack for agentic
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FPGA On-Device ARM Cortex Deep Reinforcement Learning DQN
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Machine Learning! (FPGA On-Device ARM Cortex Deep Reinforcement Learning with DQN)! @SoCal_IDEAS #BigData #Analytics #DataScience #AI #MachineLearning #ReinforcementLearning #IoT #IIoT #Python #RStats #TensorFlow #CloudComputing #Serverless #DataScientist #Linux #Programming
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Edge vs Cloud: Preventing Cannibalization in Industrial AI
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In an interview at #CES2026 with Arch Systems CEO, Andrew Scheuermann, I asked:
— Lucian Fogoros (@fogoros) 10 janvier 2026
Edge vs Cloud—how do you prevent one cannibalizing the other in intelligent transformation?"@AndrewScheu @archsys_io @arc_advisory @crudinschi @iiot_world#archsystems_iiot #IndustrialAI… pic.twitter.com/wFv72xZqQUIn an interview at #CES2026 with Arch Systems CEO, Andrew Scheuermann, I asked:
Edge vs Cloud—how do you prevent one cannibalizing the other in intelligent transformation?" @AndrewScheu @archsys_io @arc_advisory @crudinschi @iiot_world #archsystems_iiot #IndustrialAI -
MiroThinker: Scaling Open-Source Research Agents Performance
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MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling https://
buff.ly/jXip8ln
#AI #MachineLearning #DeepLearning #LLMs #DataScience