Notes
2026
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No. 09
4 minute read
What a finding should tell you
What a vulnerability finding needs to state to be useful. A worked example of its conditions, confidence and limits.
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No. 08
7 minute read
Nvidia's roadmap from Vera Rubin to Feynman
Nvidia's data centre roadmap: what Vera Rubin is, what is shipping, what was reportedly dropped, and what Nvidia has said on Rubin Ultra and Feynman.
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No. 07
8 minute read
Open weight models in 2026 and the releases that matter
The open weight models released in 2026 by DeepSeek, Moonshot, Zhipu, Alibaba, Xiaomi, Google, Meta and Nvidia, with sizes, licences and the frontier gap.
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No. 06
7 minute read
What to watch at Nvidia GTC Berlin 2026
Nvidia GTC Berlin 2026 runs 20 to 22 October, with Jensen Huang's keynote on 21 October. What Nvidia promised Europe in 2025 and what to look for.
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No. 05
7 minute read
AI agent attacks and the Hugging Face intrusion
How AI agents broke into Hugging Face in July 2026, what AISI found in its August and September reports, and what maintainers can change now.
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No. 04
7 minute read
Nvidia's Hugging Face acquisition and open models
The Nvidia Hugging Face acquisition explained: the terms, what Nvidia has promised open model users, and what to check before the deal closes in 2027.
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No. 03
3 minute read
The waitlist for VioPO, our purchase order API, is open
VioPO reads purchase orders from PDFs, scans and photos and returns the same JSON every time. It is not open yet, but its waitlist is.
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No. 02
7 minute read
September 2026 AI model releases and prices
The major proprietary AI model releases from 1 to 30 September 2026, from Claude Fable 5.1 to GPT-6.1 Sol, with dates, API prices and what each lab claims.
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No. 01
2 minute read
Vio Labs has its own site
violabs.co.uk used to redirect to Violet RE. It is now the Vio Labs company site, with a register of our projects and a place for notes.
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