MMV Firm @MMVFirm

Neo Lab tech Firm Joined April 2026

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MMV Firm @MMVFirm

3 days ago

Microsoft says the most trustworthy AI is the one built to trust the model least. The model is the intern. The controls are the job.

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MMV Firm @MMVFirm

5 days ago

netflixtechblog.com/ontology-drive…

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MMV Firm @MMVFirm

5 days ago

The model can say anything. The schema decides what becomes a fact. Same question, same answer, every time. That is not a bigger model. That is structure. mmvfirm.com

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A large open model now runs on two desktop computers. Close, sure. But the answer was never a bigger box. It's organized data and deterministic retrieval, so a small model has nothing to make up. We've been saying it since 2022. Small models were never the problem. Messy data was. mmvfirm.com

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MMV Firm @MMVFirm

6 days ago

Scality says its tests restored a 14K-token context from shared storage 14x faster than recomputing it. That's a vendor claim. If it holds, on-prem inference is mostly a memory and storage problem. Plan the cache before you buy the GPUs.

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MMV Firm @MMVFirm

7 days ago

They warn about AI agents as an insider risk. Then cash the checks from the platforms that sell them. nbcnews.com/tech/tech-news…

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MMV Firm @MMVFirm

7 days ago

Open-weight models went from about 31% of token traffic in July to roughly 78% by September, as per Intel info. A model you can download is a model you can run, and that is truly yours. As a society, we should be moving toward democratizing AI.