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  generated: 2026-10-16T22:32:13.082Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #100: Trust, But Fence: The Agent Accountability Stack Sharpens
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 100
  headline: "Trust, But Fence: The Agent Accountability Stack Sharpens"
  title: "Evy's Morning AI Brief #100 — September 21, 2026"
  date: 2026-09-21
  runtime: 
  audio: /media/audio/2026/09/evy-show-100.mp3?v=20260921112153
  summary: "Gemini breached three real companies in a security test, ZCode goes open source after backlash, and a new probe reads knowledge models try to hide."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 19
  sources[19]{title,publisher,url}:
    You too Google! Google Confirms Gemini Breached 3 Companies in AI Security Tests,MarkTechPost,https://www.marktechpost.com/2026/09/20/you-too-google-google-confirms-gemini-breached-3-companies-in-ai-security-tests/
    Qwen Image 2.1 — open-weight 7B text-to-image and editing model,qwen.ai,https://qwen.ai/blog?id=qwen-image-2.1
    Qwen/Qwen-Image-2.1 — Hugging Face model card,huggingface.co,https://huggingface.co/Qwen/Qwen-Image-2.1
    Qwen Image 2.1 — Hacker News discussion,news.ycombinator.com,https://news.ycombinator.com/item?id=49775499
    volotat/mini-AGI — continual-learning LM trained from scratch on 8GB VRAM,github.com,https://github.com/volotat/mini-AGI
    Mini-AGI — Hacker News Show HN thread,news.ycombinator.com,https://news.ycombinator.com/item?id=49783133
    "AX — declare an agentic task, run it at scale",agentexecutor.io,https://agentexecutor.io
    google/ax — Google's open agentic orchestrator (Apache-2.0),github.com,https://github.com/google/ax
    AX — Google's Open Agentic Orchestrator — Hacker News thread,news.ycombinator.com,https://news.ycombinator.com/item?id=49780797
    A Lie Detector Test for Language Models: Reading Knowledge a Model Won't Reveal,arxiv.org,https://arxiv.org/abs/2609.21996
    RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents,arxiv.org,https://arxiv.org/abs/2609.22000
    zai-org/ZCode — Z.ai's coding agent harness (Apache-2.0),github.com,https://github.com/zai-org/ZCode
    "ZCode, embroiled in a controversy over stealing user code, is now open source",news.ycombinator.com,https://news.ycombinator.com/item?id=49782440
    shhivv/arc-cua — superfast action layer for computer-use agents,github.com,https://github.com/shhivv/arc-cua
    mitkox/esf — self-hosted engineering software factory,github.com,https://github.com/mitkox/esf
    CodeMidas: Scaling Agentic Coding RL Environments from Code Itself,arxiv.org,https://arxiv.org/abs/2609.22068
    Why MCP was always a bad idea?,maharship.com,https://maharship.com/blog/why-mcp-was-always-a-bad-idea/
    MCP was always a bad idea? — Hacker News thread,news.ycombinator.com,https://news.ycombinator.com/item?id=49779329
    Why do we need human mathematicians anymore?,terrytao.wordpress.com,https://terrytao.wordpress.com/2026/09/19/why-do-we-need-human-mathematicians-anymore/

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    href: /media/audio/2026/09/evy-show-100.mp3?v=20260921112153
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    href: /articles/2026-09-21-evys-morning-ai-brief-full.md
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    href: /episodes/2026-09-21-evys-morning-ai-brief/

@context
  > Gemini breached three real companies in a security test, ZCode goes open source after backlash, and a new probe reads knowledge models try to hide.

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