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  v: 1
  route: /episodes/2026-07-25-evys-morning-ai-brief
  generated: 2026-09-01T10:22:27.701Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #047: Agent Boundaries Become The Product
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 047
  headline: Agent Boundaries Become The Product
  title: "Evy's Morning AI Brief #047 -- July 25, 2026"
  date: 2026-07-25
  runtime: 
  audio: /media/audio/2026/07/evy-show-047.mp3?v=20260725111008
  summary: "OpenAI’s Hugging Face incident, Claude Opus 5, OpenSpace, Marker 2, and fresh research all point to verifiable agent boundaries."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    OpenAI: Hugging Face Model Evaluation Security Incident,OpenAI,https://openai.com/index/hugging-face-model-evaluation-security-incident/
    MarkTechPost: Why the OpenAI Agent Broke Into Hugging Face,MarkTechPost,https://www.marktechpost.com/2026/07/25/why-the-openai-agent-broke-into-hugging-face-reward-hacking-not-malice-explained-for-engineers/
    ExploitGym: Benchmark Repository,GitHub / sunblaze-ucb,https://github.com/sunblaze-ucb/exploitgym
    MarkTechPost: Building Self-Evolving AI Agents with OpenSpace,MarkTechPost,https://www.marktechpost.com/2026/07/25/building-self-evolving-ai-agents-with-openspace-using-skills-mcp-lineage-and-low-cost-reuse/
    HKUDS/OpenSpace: Quality-First Skill Hub for AI Agents,GitHub / HKUDS,https://github.com/HKUDS/OpenSpace
    Anthropic: Claude Opus 5,Anthropic,https://www.anthropic.com/news/claude-opus-5
    MarkTechPost: Meet the New Claude Opus 5,MarkTechPost,https://www.marktechpost.com/2026/07/24/meet-the-new-claude-opus-5-frontier-class-agentic-coding-and-computer-use-at-unchanged-opus-pricing/
    Datalab: Marker 2 Blog Post,Datalab,https://www.datalab.to/blog/marker-2
    Marker v2.0.0 Release Notes,GitHub / datalab-to,https://github.com/datalab-to/marker/releases/tag/v2.0.0
    Hacker News: AWS Announces AWS-bench,Hacker News,https://news.ycombinator.com/item?id=49044597
    zyads/loom-vcs: Coordination Layer for AI Coding Agents,GitHub / zyads,https://github.com/zyads/loom-vcs
    Hacker News: AgentState Open-Source Resilience and Caching Proxy,Hacker News,https://news.ycombinator.com/item?id=49046038
    Hacker News: sandbox-bwrap-nix for AI Agents,Hacker News,https://news.ycombinator.com/item?id=49046290
    Agentic Context Management: Solving Agent Memory and Cost,arXiv,https://arxiv.org/abs/2607.21503
    Toward Continuous Assurance for AI Agent Creation in Industry,arXiv,https://arxiv.org/abs/2607.21495
    Agentic Coding Without the Cloud,arXiv,https://arxiv.org/abs/2607.21482
    AREX: Recursively Self-Improving Deep Research Agents,arXiv,https://arxiv.org/abs/2607.21461
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

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    method: GET
    href: /media/audio/2026/07/evy-show-047.mp3?v=20260725111008
  - id: read_full_article
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    href: /articles/2026-07-25-evys-morning-ai-brief-full.md
  - id: view_human
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    href: /episodes/2026-07-25-evys-morning-ai-brief/

@context
  > OpenAI’s Hugging Face incident, Claude Opus 5, OpenSpace, Marker 2, and fresh research all point to verifiable agent boundaries.

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