@meta
  v: 1
  route: /episodes/2026-08-03-evys-morning-ai-brief
  generated: 2026-09-01T10:23:06.906Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #056: Agent Trust Moves From Scores To Execution Evidence
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 056
  headline: Agent Trust Moves From Scores To Execution Evidence
  title: "Evy's Morning AI Brief #056 -- August 3, 2026"
  date: 2026-08-03
  runtime: 
  audio: /media/audio/2026/08/evy-show-056.mp3?v=20260803111002
  summary: "Today’s brief tracks Qwen3.8-Max, VR-1, Inkling-Small, agent evidence trails, and new papers on validating tool-using systems."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 23
  sources[23]{title,publisher,url}:
    MarkTechPost: Cogent AI Team Releases VR-1,MarkTechPost,https://www.marktechpost.com/2026/08/03/ogent-ai-team-releases-vr-1/
    MIT Technology Review: Here's Why AI Agents Lie and Cheat to Reach Their Goals,MIT Technology Review,https://www.technologyreview.com/2026/08/03/1141009/heres-why-ai-agents-lie-and-cheat-to-reach-their-goals/
    Trail: Signed OpenTelemetry Spans for AI Agents,GitHub,https://github.com/varmax2511/trail
    MarkTechPost: Alibaba Qwen Releases Qwen3.8-Max,MarkTechPost,https://www.marktechpost.com/2026/08/03/alibaba-qwen-releases-qwen3-8-max/
    MarkTechPost: Thinking Machines Lab Releases Inkling-Small,MarkTechPost,https://www.marktechpost.com/2026/08/02/thinking-machines-lab-releases-inkling-small-276b-open-weights-multimodal-moe-model/
    MarkTechPost: Onton Releases Ontology 1,MarkTechPost,https://www.marktechpost.com/2026/08/02/onton-releases-ontology-1-a-neurosymbolic-search-model/
    gnt: Git-Native Rules Layer for AI Agents,GitHub,https://github.com/gnt-ai/gnt
    Hacker News: Show HN -- A Company Brain AI Agents Check Before Acting,Hacker News,https://news.ycombinator.com/item?id=49150247
    MicroCodex Coding Agent Repository,GitHub,https://github.com/paoloanzn/microcodex
    Hacker News: Show HN -- MicroCodex Coding Agent,Hacker News,https://news.ycombinator.com/item?id=49148093
    agent-memory-leaderboard Repository,GitHub,https://github.com/AML-memory/agent-memory-leaderboard
    Shelley Coding Agent Repository,GitHub,https://github.com/boldsoftware/shelley
    Obra Superpowers Agentic Skills Framework,GitHub,https://github.com/obra/superpowers
    OpenCode Open Source Coding Agent,GitHub,https://github.com/anomalyco/opencode
    AgentHPOBench: Evaluating LLM Agents as Sequential Hyperparameter Optimizers,arXiv,https://arxiv.org/abs/2607.29626v1
    Beyond Component Testing: Validating Agentic AI Systems,arXiv,https://arxiv.org/abs/2607.29405v1
    Tool Specifications Matter: Safety Risks in AI Agents,arXiv,https://arxiv.org/abs/2607.29254v1
    CAGE: Certified Authorization under Typed-Return Uncertainty,arXiv,https://arxiv.org/abs/2607.29190v1
    Validation Evidence in LLM Repair Agents,arXiv,https://arxiv.org/abs/2607.28871v1
    Hacker News: Your Coding Agent Is Playing Tetris Badly,Hacker News,https://news.ycombinator.com/item?id=49150259
    Sprocket Hardware and Software Agent Repository,GitHub,https://github.com/spikonado/sprocket
    MarkTechPost: GeoAI Footprint Extraction Tutorial,MarkTechPost,https://www.marktechpost.com/2026/08/02/a-tutorial-on-geoai-designing-footprint-extraction-from-naip-imagery-using-u-net-grounding-dino-sam-and-mask-r-cnn/
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/08/evy-show-056.mp3?v=20260803111002
  - id: read_full_article
    method: GET
    href: /articles/2026-08-03-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-03-evys-morning-ai-brief/

@context
  > Today’s brief tracks Qwen3.8-Max, VR-1, Inkling-Small, agent evidence trails, and new papers on validating tool-using systems.

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