@meta
  v: 1
  route: /episodes/2026-08-12-evys-morning-ai-brief
  generated: 2026-09-01T10:23:19.034Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #062: Local Models Get Routers And Receipts
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 062
  headline: Local Models Get Routers And Receipts
  title: "Evy's Morning AI Brief #062 -- August 12, 2026"
  date: 2026-08-12
  runtime: 
  audio: /media/audio/2026/08/evy-show-062.mp3?v=20260812111200
  summary: "NVIDIA’s open agent model/router pair leads a brief on local models, MCP compression, and evidence-first agent benchmarks."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 22
  sources[22]{title,publisher,url}:
    NVIDIA Developer Blog: Nemotron 3.5 Lightning For Long-Running Agents,NVIDIA,https://developer.nvidia.com/blog/nvidia-nemotron-3-5-lightning-delivers-fast-accurate-specialized-task-execution-for-long-running-agents/
    Hugging Face: NVIDIA Nemotron 3.5 Lightning 30B A3B NVFP4 Model Card,Hugging Face,https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4
    GitHub: NVIDIA-NeMo Switchyard Model Routing Library,GitHub,https://github.com/NVIDIA-NeMo/Switchyard
    MarkTechPost: NVIDIA Releases Nemotron 3.5 Lightning And NeMo Switchyard,MarkTechPost,https://www.marktechpost.com/2026/08/11/nvidia-ai-releases-nemotron-3-5-lightning-and-nemo-switchyard/
    LTX: Introducing LTX-2.5 Open Weights World Model,LTX,https://ltx.io/newsroom/introducing-ltx-2-5
    GitHub: Lightricks LTX-2 Audio-Video Generative Model Package,GitHub,https://github.com/Lightricks/LTX-2
    MarkTechPost: LTX-2.5 Launches As NVIDIA-Accelerated Open Weights World Model,MarkTechPost,https://www.marktechpost.com/2026/08/11/the-video-production-stack-now-fits-on-one-desk-ltx-2-5-launches-as-nvidia-accelerated-open-weights-world-model/
    Xiaomi Research: PROVE Perceptual Removal Coherence Project Page,Xiaomi Research,https://xiaomi-research.github.io/prove/
    GitHub: Xiaomi Research PROVE Benchmark Repository,GitHub,https://github.com/xiaomi-research/prove
    arXiv: PROVE Perceptual Removal Coherence Benchmark,arXiv,https://arxiv.org/abs/2605.14534
    MarkTechPost: Xiaomi PROVE Object Removal Metrics And Benchmark,MarkTechPost,https://www.marktechpost.com/2026/08/11/xiaomis-milm-plus-releases-prove-perception-aligned-object-removal-metrics-rc-s-and-rc-t-with-a-real-world-video-benchmark/
    GitHub: activeing123/mcptoon Token-Efficient MCP CLI Client,GitHub,https://github.com/activeing123/mcptoon
    GitHub: QwenLM Qwen Code Terminal Coding Agent,GitHub,https://github.com/QwenLM/qwen-code
    GitHub: anomalyco opencode Open Source Coding Agent,GitHub,https://github.com/anomalyco/opencode
    GitHub: OpenAI Codex Lightweight Terminal Coding Agent,GitHub,https://github.com/openai/codex
    Hugging Face Daily Papers Feed,Hugging Face,https://huggingface.co/api/daily_papers
    arXiv: InSight-doc Agentic Visual Perception For Long-Document Understanding,arXiv,https://arxiv.org/abs/2608.10628
    arXiv: SkillZip Evaluation-Free Skill Compression For Self-Evolving Agents,arXiv,https://arxiv.org/abs/2608.11079
    arXiv: DSAgentBench End-To-End Data-Science Workflow Benchmark,arXiv,https://arxiv.org/abs/2608.10366
    arXiv: VibeLifeBench Persistent Life-Agent Benchmark,arXiv,https://arxiv.org/abs/2608.10875
    Hacker News Algolia API: Same-Day AI Agents Scout,Hacker News Algolia API,https://hn.algolia.com/api/v1/search_by_date?query=AI%20agents&tags=story
    MarkTechPost Open Source Technology Category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/08/evy-show-062.mp3?v=20260812111200
  - id: read_full_article
    method: GET
    href: /articles/2026-08-12-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-12-evys-morning-ai-brief/

@context
  > NVIDIA’s open agent model/router pair leads a brief on local models, MCP compression, and evidence-first agent benchmarks.

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