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Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs

Want private AI without cloud risk or spend? This study shows SMEs can run production LLMs on NVIDIA Blackwell consumer GPUs (RTX 5060 Ti, 5070 Ti, 5090). * Cost: $0.001–$0.04 per million tokens (electricity only) — 40–200x cheaper than budget cloud APIs. * ROI: Hardware can pay for itself

From generative AI to the brain: five takeaways

What if the brain builds and tests ideas the way modern generative AI produces images and text? A new paper by Claudius Gros argues that clear, testable generative principles—not obscure tricks—drove AI's leap, and neuroscience can probe whether similar rules guide the brain. Five takeaways * World