@meta
  v: 1
  route: /episodes/2026-08-13-evys-morning-ai-brief
  generated: 2026-09-01T10:22:42.081Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #063: Agent Memory And Skill Systems Get Measurable
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 063
  headline: Agent Memory And Skill Systems Get Measurable
  title: "Evy's Morning AI Brief #063 -- August 13, 2026"
  date: 2026-08-13
  runtime: 
  audio: /media/audio/2026/08/evy-show-063.mp3?v=20260813111012
  summary: "Today’s brief tracks public memory leaderboards, skill-learning cost cuts, fresh agent tooling, and model releases for long-running AI systems."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    Dyna Robotics Introduces Dyna-2: A World-Action Model Pre-Trained on 1 Million Hours of Human Video,MarkTechPost,https://www.marktechpost.com/2026/08/13/dyna-robotics-introduces-dyna-2-a-world-action-model-pre-trained-on-1-million-hours-of-human-video/
    "SpaceXAI Releases Grok 4.6: A 500K-Context Frontier Model Tuned for Long-Running Agents, Coding, and Knowledge Work",MarkTechPost,https://www.marktechpost.com/2026/08/12/spacexai-releases-grok-4-6/
    "AllenAI Open Instruct Tulu 3 Post-Training with SFT, DPO, RLVR, GRPO, and Verifier-Based Evaluation",MarkTechPost,https://www.marktechpost.com/2026/08/12/allenai-open-instruct-tulu-3-post-training-with-sft-dpo-rlvr-grpo-and-verifier-based-evaluation/
    Bullet: 95.8% on SWE-bench Verified,Bullet,https://www.codewithbullet.com/blog/benchmark-results.html
    Launch HN: Bullet (YC S26) – A Faster Coding Agent,Hacker News,https://news.ycombinator.com/item?id=49283063
    Agent Memory Leaderboard: Academic Textual Leaderboard,Agent Memory Leaderboard,https://agentmemoryleaderboard.ai/leaderboard/academic/textual
    Show HN: Agent Memory Leaderboard – First Public Results for AI Memory Systems,Hacker News,https://news.ycombinator.com/item?id=49281370
    prism-eval: Open-source unit testing and red-teaming for AI agents,GitHub,https://github.com/insightitsGit/prism-eval
    AIPass: Persistent Agent Workspace,GitHub,https://github.com/AIOSAI/AIPass
    a2acompress: Lossless codec for AI agent messages,GitHub,https://github.com/reh8n/a2acompress
    tmux-agent-switcher: see which Claude/Codex agents need your attention,GitHub,https://github.com/Ymirke/tmux-agent-switcher
    "Better, Faster, Stronger: Programmatic Skill Learning Best Reduces Agent Cost",arXiv,https://arxiv.org/abs/2608.11338
    Agentic Configuration Management: A Reference Configuration Model for Governed Agentic Systems,arXiv,https://arxiv.org/abs/2608.11166
    Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding,arXiv,https://arxiv.org/abs/2608.11095
    A Gateway Architecture for Enterprise MCP Authentication,arXiv,https://arxiv.org/abs/2608.10760
    Scaling AI agents with trustworthy data,MIT Technology Review,https://www.technologyreview.com/2026/08/12/1141032/scaling-ai-agents-with-trustworthy-data/
    Near-autonomous AI agents attack Taiwan's nuclear safety agency,The Register,https://www.theregister.com/security/2026/08/12/near-autonomous-ai-agents-attack-taiwans-nuclear-safety-agency/5287055
    MarkTechPost Open Source Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
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    method: GET
    href: /media/audio/2026/08/evy-show-063.mp3?v=20260813111012
  - id: read_full_article
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    href: /articles/2026-08-13-evys-morning-ai-brief-full.md
  - id: view_human
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    href: /episodes/2026-08-13-evys-morning-ai-brief/

@context
  > Today’s brief tracks public memory leaderboards, skill-learning cost cuts, fresh agent tooling, and model releases for long-running AI systems.

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