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AI Weekly #15 — Nov 2–8, 2026

November 2–8, 2026

Onei AI Editorial 2 min read How we make this

The big story Security

OpenAI's agents built working root exploits for 948 Linux kernel flaws in one $1.2M run

In a single mid-October run, OpenAI's autonomous pipeline reproduced 1,724 Linux kernel vulnerabilities and validated 948 distinct local privilege escalations, generating a patch for each, for $1,213,430 in API credits: about $1,279 per flaw. A day later OpenAI shipped GPT-6 Cyber, rated Critical for cybersecurity under its Preparedness Framework, to vetted Daybreak Red customers only.

Why it matters: When finding and weaponising a kernel bug costs about as much as a laptop, the bottleneck for Linux security moves from discovery to how fast maintainers can review and merge fixes.

OpenAI OpenAI Deployment Safety: GPT-6 Cyber

Top stories

  1. US voters sided against data centers in 40 of 41 local ballot measures across 10 states

    Ohio alone held 21 of the votes; local permission is now a real limit on where AI compute gets built, alongside chips and power.

    CNBC Policy

  2. METR finds Anthropic's capability gains running at roughly twice their pre-October-2025 pace

    METR attributes about 80% of the speed-up to AI help rather than more compute, but Anthropic redacted most of the evidence behind that estimate.

    METR Research

  3. Fal raises $1.3B led by Bessemer at a $16B valuation, double its April price

    Adobe, Canva and Shopify have moved production image and video work onto it, making generative-media inference a business in its own right.

    Tech.eu Bessemer Venture Partners Funding

  4. OpenAI reportedly raises $11B at a $1.25T valuation, short of its $30B, $1.4T ask

    Even the most-funded lab is now raising at a lower price than it sought six weeks ago, with the round still open.

    TechCrunch Funding

Quick hits

  • Meta buys Conductor, which runs Claude Code, Codex and Cursor agents in parallel — the team joins Meta; Conductor Cloud shuts down November 20 and deletes stored data. SiliconANGLE

  • OpenAI agrees to buy Pierre, maker of the Trees and Diffs libraries inside Codex — its Code Storage Git backend folds into Codex; the open-source projects stay open. OpenAI

  • Thinking Machines ships Inkling 2 Small, a 594B-parameter MoE with 17B active — on Tinker now; Apache 2.0 weights promised once external red-teaming finishes. Thinking Machines Lab

New on Onei this week

Released during this week, and now in the catalogue.

  • Fireworks AI

    Fireworks AI · App — Forge launches: Ultra-fast serving at up to 1,500 tokens/s on DeepSeek V4.1 Flash, a half-price Background Mode and multi-day prompt caching.

  • Metabase

    Metabase · App — Metabase 65 adds Research mode, where Metabot ranks metric-by-dimension breakdowns, plus beta Data Apps on your semantic layer and permissions.

  • Quadratic

    Quadratic · App — v0.26.18 adds Docs and Slides file types that import and export .docx and .pptx, each with an AI analyst pane.

  • Supervisely

    Supervisely · App — Images can now carry audio recordings that annotators play while labelling, attached through the Python SDK.

The directory gained 20 apps this week; it now lists 655 apps, 320 agent skills and 337 MCP servers.

Browse the full catalogue →

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