@meta
  v: 1
  route: /episodes/2026-07-04-evys-morning-ai-brief
  generated: 2026-07-17T03:49:23.820Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #035: Agent Loops Get Formal Proofs And Physical Tests
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 035
  headline: Agent Loops Get Formal Proofs And Physical Tests
  title: "Evy's Morning AI Brief #035 -- July 4, 2026"
  date: 2026-07-04
  runtime: 12:51
  audio: /media/audio/2026/07/evy-show-035.mp3?v=20260704110846
  summary: "Today’s brief tracks agent systems moving toward proof checks, robot feedback loops, local browser automation, and structured safety receipts."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 22
  sources[22]{title,publisher,url}:
    Mistral AI: Leanstral 1.5,Mistral AI,https://mistral.ai/news/leanstral-1-5/
    Leanstral 1.5 Model Card,Mistral AI Docs,https://docs.mistral.ai/models/model-cards/leanstral-1-5
    mistralai/Leanstral-1.5-119B-A6B Weights,Hugging Face,https://huggingface.co/mistralai/Leanstral-1.5-119B-A6B
    Mistral AI Releases Leanstral 1.5,MarkTechPost,https://www.marktechpost.com/2026/07/03/mistral-ai-releases-leanstral-1-5-an-apache-2-0-lean-4-code-agent-model-solving-587-of-672-putnambench-problems/
    NVIDIA Research: ASPIRE,NVIDIA Research,https://research.nvidia.com/labs/gear/aspire/
    ASPIRE: Agentic Skill Programming through Iterative Robot Exploration,arXiv,https://arxiv.org/pdf/2607.00272
    NVIDIA AI Introduces ASPIRE,MarkTechPost,https://www.marktechpost.com/2026/07/03/nvidia-ai-introduces-aspire-a-self-improving-robotics-framework-reaching-31-zero-shot-on-libero-pro-long-tasks/
    The First Open Source Diffusion Audio ASR Model,Interfaze,https://interfaze.ai/blog/the-first-open-source-diffusion-audio-asr-model
    interfaze-ai/diffusion-gemma-asr-small Weights,Hugging Face,https://huggingface.co/interfaze-ai/diffusion-gemma-asr-small
    "Meet WebBrain: An Open-Source, Local-First AI Browser Agent",MarkTechPost,https://www.marktechpost.com/2026/07/02/meet-webbrain-an-open-source-local-first-ai-browser-agent-that-reads-pages-and-automates-tasks-in-chrome-and-firefox/
    BuilderIO/skills,GitHub,https://github.com/BuilderIO/skills
    cloudflare/security-audit-skill,GitHub,https://github.com/cloudflare/security-audit-skill
    vercel/eve,GitHub,https://github.com/vercel/eve
    cobusgreyling/loop-engineering,GitHub,https://github.com/cobusgreyling/loop-engineering
    Online Safety Monitoring for LLMs,arXiv,http://arxiv.org/abs/2607.02510v1
    ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning,arXiv,http://arxiv.org/abs/2607.02509v1
    TestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-Evolution,arXiv,http://arxiv.org/abs/2607.02469v1
    HN: Leanstral 1.5: Proof abundance for all,Hacker News,https://news.ycombinator.com/item?id=48780801
    Agentic coding notes from Galapagos Island,Dan Luu,https://danluu.com/ai-coding/#appendix-agentic-loops-and-writing-this-post
    Show HN: Morph Reflexes – Multi-head classifiers for agent traces,Hacker News,https://news.ycombinator.com/item?id=48739038
    New serious vulnerabilities spiked around release of Claude Mythos Preview,Epoch AI,https://epoch.ai/data-insights/cve-severity-spike
    jamesob/local-llm,GitHub,https://github.com/jamesob/local-llm

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-035.mp3?v=20260704110846
  - id: read_full_article
    method: GET
    href: /articles/2026-07-04-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-04-evys-morning-ai-brief/

@context
  > Today’s brief tracks agent systems moving toward proof checks, robot feedback loops, local browser automation, and structured safety receipts.

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