NVIDIA releases Metatron-v1: a humanoid policy that runs in the browser, no server
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ML Drift: Google's open-source on-device GPU engine, and when it beats the generalists
The engine that runs models inside Chrome and YouTube is now open source: architecture, benchmark numbers, and an honest comparison with Ollama and llama.cpp.
Llama 3 and Llama 4: Meta's open family — which model runs on your hardware
From the 3.1 8B to the 4 Scout MoE with a 10M context: the Llama family in a table, what runs on 16, 48 and 128 GB of RAM, the Community license translated for the Italian business and the choice by budget.
The 16GB Blackwell cards: 5060 Ti, 5070, 5070 Ti
The 16GB VRAM tier is the center of gravity of local AI in 2026. It's enough memory to run the best open dense models in Q4 formats — the 27B class, the new balance point of the open catalog — without giving up too much context, and a list price that (depending on the month) stays within a personal budget. The Blackwell generation offers three cards exactly in the middle of this tier: the RTX 5060 Ti, 5070 and 5070 Ti. Same generation, same GDDR7, three very different experiences. Here's how they compare: what each one really brings you, and where your budget should go.
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