@meta
  v: 1
  route: /episodes/2026-07-07-evys-morning-ai-brief
  generated: 2026-07-17T03:47:22.985Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #038: Agents Get Longer Memories And Stricter Proofs
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 038
  headline: Agents Get Longer Memories And Stricter Proofs
  title: "Evy's Morning AI Brief #038 -- July 7, 2026"
  date: 2026-07-07
  runtime: 
  audio: /media/audio/2026/07/evy-show-038.mp3?v=20260707111454
  summary: "Today's brief follows fresh model releases, agent memory systems, and verification research turning autonomous workflows into auditable infrastructure."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 16
  sources[16]{title,publisher,url}:
    Tencent Releases Hy3: Open 295B MoE Model With 256K Context,MarkTechPost,https://www.marktechpost.com/2026/07/06/tencent-releases-hy3-open-295b-moe-model/
    Tencent Hy3 Research Page,Tencent Hunyuan,https://hy.tencent.com/research/hy3
    Tencent Hy3 Model Weights,Hugging Face,https://huggingface.co/tencent/Hy3
    OpenAI Releases GPT-Realtime-2.1 and GPT-Realtime-2.1-mini,MarkTechPost,https://www.marktechpost.com/2026/07/06/openai-gpt-realtime-2-1-mini-reasoning-realtime-api/
    OpenAI Realtime API Guide,OpenAI Developers,https://developers.openai.com/api/docs/guides/realtime
    Career Ops Local AI Job Search Agent,GitHub,https://github.com/santifer/career-ops
    Open Science AI Research Workbench,GitHub,https://github.com/ai4s-research/open-science
    Graphenium Local Trust Layer for AI Agents,GitHub,https://github.com/lambda-alpha-labs/Graphenium
    Show HN: Graphenium Local Trust Layer for AI Agents,Hacker News,https://news.ycombinator.com/item?id=48815458
    Brain0 Black Box for AI-Written Code,GitHub,https://github.com/Brain0-ai/brain0
    Agent Data Injection Attacks Are Realistic Threats to AI Agents,arXiv,http://arxiv.org/abs/2607.05120v1
    "AI Agent Pull Requests on GitHub: Frequency, Structure, and Merge Conflict Rates",arXiv,http://arxiv.org/abs/2607.04697v1
    Formal Disco: Scalable Open-Ended Generation of Formally Verified Programs,arXiv,http://arxiv.org/abs/2607.04631v1
    MRMS: A Multi-Resolution Memory Substrate for Long-Lived AI Agents,arXiv,http://arxiv.org/abs/2607.04617v1
    YC CEO Says He Ships 37K Lines of AI Code Per Day,Fast Company,https://www.fastcompany.com/91520702/y-combinator-garry-tan-agentic-ai-social-media
    Price Per Token Model Releases Tracker,Price Per Token,https://pricepertoken.com/news/model-releases

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/07/evy-show-038.mp3?v=20260707111454
  - id: read_full_article
    method: GET
    href: /articles/2026-07-07-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-07-07-evys-morning-ai-brief/

@context
  > Today's brief follows fresh model releases, agent memory systems, and verification research turning autonomous workflows into auditable infrastructure.

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