ISD Insights · ISDept.ai/insights

AI news, and what it means for your business.

New AI models and hardware arrive every week. Drawing on more than 30 years of systems support experience across Asia Pacific and the UK, we pick out the releases that matter, explain them in plain English, and say what they mean for a business.

Reference guides, updated monthly

Open-weight model tracker

Last updated 30 Oct 2026

Open-weight models are AI models that you can download and run yourself: how they score, where they come from, licences and local-run notes. Updated monthly.

DeepSeek V4.1-Flash-101732
GLM-5.332
MiMo-V2.6-Pro30
Muse Spark Open25

Artificial Analysis Intelligence Index v5, 27 Oct 2026.

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AI hardware for on-premises use

Last updated 31 Oct 2026

The business trade-offs of running AI on your own premises, the security picture, and small, medium and large starting points, in plain English.

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This Week in ASI: week to 31 October 2026

A new scoring version reset the main independent leaderboard, a high-scoring open-weight model now runs in standard software, and another has promised its weights within days. On the hardest tasks, closed models still score well above anything you can download.

Why it matters: Scores, ease of running in-house and licence questions all moved this week, so check all three before choosing a model.

Week to 31 Oct 2026Read more

Curious about AI terms? Our evolving glossary can help.

Monthly roundup

October 2026: new open models, new scoring and a US federal order

Several labs released open-weight models in October, Artificial Analysis reset its scores with Index v5, and the US ordered DeepSeek off federal civilian systems.

Read the October roundup
  • 15 OctMeta Muse Spark Open; NVIDIA Nemotron 3.5 Super VL and Bolt
  • 16 OctReflection Beam 1.0 (Apache-2.0)
  • 17 OctDeepSeek V4.1-Flash-1017
  • 19 OctUS DHS makes public its 24 Jul order taking DeepSeek off federal civilian systems
  • 19-24 OctMiniMax-M3.1-Flash weights
  • 21 OctRecursive Flint (Apache-2.0)
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