Image created with Gemini. Image prompt: Hand-painted Studio Ghibli style scene of a cozy translator’s shop on a sunlit cobbled seaside street, a smiling porcelain mask displayed in the window with fanned paper ribbons of multilingual script and ledger pages visible behind it, a bold hand-painted wooden sign above the door reading ‘Cohere’ in clean serif letters, warm terracotta rooftops and teal harbor in the background, soft gouache watercolor textures, cinematic wide framing, gentle golden hour light with deep plum shadows.

This year, the local model is becoming critical infrastructure at every scale: – the individual (privacy, cost) – the company (data control, cost) – the nation (resilience) @rasbt’s new writeup walks through setting this up locally, with a nod to @cohere’s North Mini Code”
https://x.com/JayAlammar/status/2071950697096987040

Excited to see @cohere open-source how they use AI coding agents to maintain their vLLM fork. 🙌 Keeping a long-lived fork in sync is tricky. Their agent treats it as a control loop: rebase onto each upstream release, run tests, diagnose, fix, repeat until green. Weeks of work”
https://x.com/vllm_project/status/2070364532296536346

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