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Updated · 9 stories, each checked against its sources

What we’re watching

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Early signals in our own words, each linked to its original source. Not yet Noviqera reporting — how briefs work.

  1. AI & Robotics ·

    MIT-led team trains one AI model to simulate sand, fluids and proteins

    Researchers from MIT, UBC and others say WorldParticle, one neural network that models materials as 3D particles, handled six kinds of physical behaviour and simulated protein changes about 100 times faster than numerical methods — their own claim.

    Source: MIT News — A single AI model simulates the behavior of many substances, from sliding sand to folding proteins (opens in new tab),

  1. · Insights

    Quantum error correction, explained: what this month's announcements show, and what they don't

  2. · AI & Robotics

    Meta buys Conductor, the app for running teams of AI coding agents — and its cloud service shuts in two weeks

  3. · Future Tech

    Quantinuum ties its Nexus software roadmap to the fault-tolerant computer it plans for 2029

  4. · News

    OpenAI says its AI agents built 948 Linux root exploits in one run. What defenders should take from it

  5. · Innovation

    Anthropic's lab used Claude to map the first 3D structure of a vault particle from prokaryotes

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More from the desks

By the numbers

  1. 230-foldroughly the rise in hard operations IBM's reported work needs to reach the late-2028 target, per Oak RidgeInsights — read the story
  2. 20 Novdate Conductor Cloud shuts down and starts deleting user dataAI & Robotics — read the story
  3. 200+organisations Quantinuum says use its Nexus platform, up 45% this yearFuture Tech — read the story
  4. 948distinct Linux kernel flaws turned into working root exploits in a single automated runNews — read the story

Dates to watch

  1. 13 Nov 2026Scheduled

    Conductor Cloud workspaces become read-only

    From: Meta buys Conductor, the app for running teams of AI coding agents — and its cloud service shuts in two weeks · Source (opens in new tab)

  2. 15 Nov 2026Scheduled

    Hy4 free quota in WorkBuddy and CodeBuddy ends, TechNode reports

    From: Tencent launches Hy4, adding vision and computer use to its flagship AI model · Source (opens in new tab)

  3. 16 Nov 2026Scheduled

    Quantinuum at SC26 in Chicago (16–19 November)

    From: Quantinuum ties its Nexus software roadmap to the fault-tolerant computer it plans for 2029 · Source (opens in new tab)

  4. 20 Nov 2026Scheduled

    Conductor Cloud shuts down and deletion of cloud user data begins

    From: Meta buys Conductor, the app for running teams of AI coding agents — and its cloud service shuts in two weeks · Source (opens in new tab)

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