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  v: 1
  route: /episodes/2026-09-16-evys-morning-ai-brief
  generated: 2026-10-16T22:30:22.344Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #095: Agents Learn To Say I Don't Know
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 095
  headline: Agents Learn To Say I Don't Know
  title: "Evy's Morning AI Brief #095 -- September 16, 2026"
  date: 2026-09-16
  runtime: 13:20
  audio: /media/audio/2026/09/evy-show-095.mp3?v=20260916112314
  summary: "TypeSafe's Jev promises decisions that can't hallucinate, Google ships Gemini 3.8 Live for voice agents, and a SWE-bench audit asks what coding leaderboards really measure."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 17
  sources[17]{title,publisher,url}:
    Introducing System One Models & Jev,TypeSafe AI,https://typesafe.ai/blog/introducing-system-one-models-and-jev
    "Hacker News discussion: Introducing System One Models and Jev (1,452 points, 411 comments)",news.ycombinator.com,https://news.ycombinator.com/item?id=49717558
    "Coding Agents Have Converged: Why the SWE-bench Leaderboard Can No Longer Order Its Top Entries, and What to Measure Instead",arXiv,https://arxiv.org/abs/2609.17394
    Introducing Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking,Google,https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-8-live-gemini-3-8-live-extended-thinking/
    Google Releases Gemini 3.8 Live and 3.8 Live Extended Thinking for Production Grade Voice Agents,MarkTechPost,https://www.marktechpost.com/2026/09/15/google-releases-gemini-3-8-live-and-3-8-live-extended-thinking-for-production-grade-voice-agents/
    Prior Labs Releases TabPFN-3.5: A Tabular Foundation Model That Beats the Winning Otto Kaggle Solution With Default Settings,MarkTechPost,https://www.marktechpost.com/2026/09/15/prior-labs-releases-tabpfn-3-5-a-tabular-foundation-model-that-beats-the-winning-otto-kaggle-solution-with-default-settings/
    Nums AI Releases Causilo: A Tabular Foundation Model That Tops TabArena Among Single Models,MarkTechPost,https://www.marktechpost.com/2026/09/15/nums-ai-releases-causilo-a-tabular-foundation-model-that-tops-tabarena-among-single-models/
    rapiddweller/datamimic — Governed Test Data for Regulated Enterprises,GitHub,https://github.com/rapiddweller/datamimic
    AetherLabsAI/RSIAgent — training-free multi-agent framework for recursive self-improvement,GitHub,https://github.com/AetherLabsAI/RSIAgent
    "Da7-Tech/SureForge — agent skill: research before asking, verify before delivering",GitHub,https://github.com/Da7-Tech/SureForge
    "arsumbris/arsumbris — a malleable, agent-native IDE for typed knowledge",GitHub,https://github.com/arsumbris/arsumbris
    dom-actions/doma — the open-source DomA browser automation agent,GitHub,https://github.com/dom-actions/doma
    "Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record",arXiv,https://arxiv.org/abs/2609.17226
    When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control,arXiv,https://arxiv.org/abs/2609.17516
    "Decomposition Buys Integrity, Not Yield",arXiv,https://arxiv.org/abs/2609.17464
    "Mistral x Mozilla: Private, Multilingual AI Browsing",Mistral AI,https://mistral.ai/news/mistral-x-mozilla/
    MarkTechPost Open Source category (standing research lane),MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
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    method: GET
    href: /media/audio/2026/09/evy-show-095.mp3?v=20260916112314
  - id: read_full_article
    method: GET
    href: /articles/2026-09-16-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-09-16-evys-morning-ai-brief/

@context
  > TypeSafe's Jev promises decisions that can't hallucinate, Google ships Gemini 3.8 Live for voice agents, and a SWE-bench audit asks what coding leaderboards really measure.

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