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Sam Wilson

Sam Wilson

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Running LLMs Locally: What You Need to Know

Running LLMs Locally: What You Need to Know

Just two years ago, running large language models locally was the preserve of research teams with high-performance computers. Today, Llama 3 runs on a MacBook Pro. What changed — and what does it mean for businesses?

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SoverIQ Stack: Architecture for Sovereign AI

SoverIQ Stack: Architecture for Sovereign AI

The SoverIQ Stack is not a single application — it’s a layered architecture that integrates into existing enterprise environments without replacing them.

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Manufacturing: Quality Control with Computer Vision

Manufacturing: Quality Control with Computer Vision

A mid-size automotive supplier produces over 50,000 plastic parts daily. Defective parts must be reliably identified — previously through manual visual inspection, with the associated error rate and personnel overhead.

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