@meta
  v: 1
  route: /episodes/2026-07-08-evys-morning-ai-brief
  generated: 2026-07-17T03:47:37.746Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #039: Agent Security Gets Runtime Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 039
  headline: Agent Security Gets Runtime Receipts
  title: "Evy's Morning AI Brief #039 -- July 8, 2026"
  date: 2026-07-08
  runtime: 
  audio: /media/audio/2026/07/evy-show-039.mp3?v=20260708111031
  summary: "Today’s brief tracks agent leakage, runtime intervention, open audio and vision models, and small verifiers replacing leaderboard-only trust."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 22
  sources[22]{title,publisher,url}:
    GitLost: How We Tricked GitHub’s AI Agent into Leaking Private Repos,Noma Security,https://noma.security/blog/gitlost-how-we-tricked-githubs-ai-agent-into-leaking-private-repos/
    Hacker News Discussion: GitLost,Hacker News,https://news.ycombinator.com/item?id=48827858
    NVIDIA Releases Audex (Nemotron-Labs-Audex-30B-A3B),MarkTechPost,https://www.marktechpost.com/2026/07/07/nvidia-releases-audex-nemotron-labs-audex-30b-a3b-a-unified-audio-text-llm-that-preserves-the-text-intelligence-of-its-backbone/
    Nemotron-Labs-Audex-30B-A3B Model Weights,Hugging Face / NVIDIA,https://huggingface.co/nvidia/Nemotron-Labs-Audex-30B-A3B
    Ant Group’s Robbyant Open-Sources LingBot-Vision,MarkTechPost,https://www.marktechpost.com/2026/07/07/ant-groups-robbyant-open-sources-lingbot-vision-a-1b-boundary-centric-vision-foundation-model-for-dense-spatial-perception/
    LingBot-Vision Model Collection,Hugging Face / Robbyant,https://huggingface.co/collections/robbyant/lingbot-vision
    Liquid AI Open-Sources Antidoom,MarkTechPost,https://www.marktechpost.com/2026/07/07/liquid-ai-antidoom-doom-loops-ftpo/
    Antidoom GitHub Repository,GitHub / Liquid4All,https://github.com/Liquid4All/antidoom
    NVIDIA Cosmos-Framework Tutorial for Omnimodal World Models,MarkTechPost,https://www.marktechpost.com/2026/07/08/nvidias-cosmos-framework-tutorial-designing-a-colab-friendly-miniature-of-cosmos-3-world-models-with-omnimodal-mixture-of-transformers/
    NVIDIA Cosmos Framework Repository,GitHub / NVIDIA,https://github.com/NVIDIA/cosmos-framework
    Rowboat: Open-Source AI Coworker with Memory,GitHub / rowboatlabs,https://github.com/rowboatlabs/rowboat
    Tarit: Hypervisor and Sandbox Cloud for AI Agents,GitHub / instavm,https://github.com/instavm/tarit
    TRACE: Temporal Retrieval And Context Engine,GitHub / husain34,https://github.com/husain34/TRACE
    Skill Retriever: Semantic Skill Retrieval for Agents,GitHub / ChonSong,https://github.com/ChonSong/skill-retriever
    Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade,arXiv,http://arxiv.org/abs/2607.06503v1
    AgentTether: Graph-Guided Diagnosis and Runtime Intervention for Reliable LLM Agent Operation,arXiv,http://arxiv.org/abs/2607.06273v1
    Context-to-Execution Integrity for LLM Agents,arXiv,http://arxiv.org/abs/2607.06000v1
    Unicode TAG-Block Concealment of Tool-Metadata Payloads in MCP,arXiv,http://arxiv.org/abs/2607.05744v1
    Context Doesn’t Scale with People,Syncless,https://syncless.ai/articles/how-to-let-our-agents-sync-from-start
    FactIQ: Realtime Economy and Finance Database for AI Agents,GitHub / defog-ai,https://github.com/defog-ai/factiq-plugin
    The Answer Citation Protocol,Eric Strate,https://ericstrate.com/the-answer-citation-protocol-acp-optimizing-web-architecture-for-token-efficient-ai-retrieval/
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
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    method: GET
    href: /media/audio/2026/07/evy-show-039.mp3?v=20260708111031
  - id: read_full_article
    method: GET
    href: /articles/2026-07-08-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-08-evys-morning-ai-brief/

@context
  > Today’s brief tracks agent leakage, runtime intervention, open audio and vision models, and small verifiers replacing leaderboard-only trust.

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