SovereignAI

Blog · Signals · November 2, 2026

Signals: what shipped in local AI, week of November 2, 2026

16 things shipped in local AI this week that we thought were worth knowing about. Every line below is a project's own announcement of its own work, linked back to where it was published.

Assembled automatically from primary sources · no editor read this before it went up

What this page is. A machine collected these from release feeds and model registries and formatted them. It did not summarize, rank by opinion, or add commentary — the words in each entry are the publisher's own words, and the date is theirs too. That is the whole reason it is allowed to publish itself: there is nothing here for a machine to get wrong except the copying, and the link beside every line is how you check it. Inclusion is not endorsement, and nothing here has been tested by us. The pages where we do make claims about our own product are written by people and reviewed, and our own limits stay recorded in the Sovereignty Ledger.

Engines

The local runtimes SovereignAI talks to, and the ones it could.

  • llama.cppb12039: jinja : implement map('filter') (#24033)2026-11-02

    jinja: implement map('filter') jinja : validate filter keyword arguments Assisted-by: Codex

  • vLLMv0.33.02026-11-02

    v0.33.0 Highlights This release features 927 commits from 389 contributors (122 new)! New models : Reflection Beam-1.0 (501B MoE, 23B active) with its DFlash2 drafter, Yandex…

  • vLLMv0.33.02026-11-01

  • Ollamav0.40.132026-10-29

    LFM3 on Linux and Windows Liquid AI's LFM3 models, including text-to-speech in lfm3-audio and lfm3-omni , now run on Linux and Windows as well as Apple silicon. Full Changelog : v0.40.12...v0.40.13

  • Ollamav0.40.13-rc02026-10-28

    llama.cpp: version bump b11963

Models

Open weights published in the open, newest first.

The local-first wave

Everyone else building a private AI you run yourself.

  • Jan0.8.82026-10-28

    Jan v0.8.8: security fixes, llama.cpp 0.7.0, and Trusted Hosts for the local API A security update to v0.8.7. We recommend updating. Your data and settings carry over; a few behaviours change, listed…

Hardware and platform

The silicon and the runtime everything above depends on.

Sources

Every entry above links its own announcement. The feeds read this week:

The full source list, with a note on why each one is watched, is in the repository — as is the code that assembled this page. Nothing was fetched that is not in that file.

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