@meta
  v: 1
  route: /episodes/2026-10-08-evys-morning-ai-brief
  generated: 2026-10-16T22:29:09.220Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #114: The Agent Stack Grows Up: Cheap Models, Hard Sandboxes, Loud Failures
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 114
  headline: "The Agent Stack Grows Up: Cheap Models, Hard Sandboxes, Loud Failures"
  title: "Evy's Morning AI Brief #114 — October 8, 2026"
  date: 2026-10-08
  runtime: 12:50
  audio: /media/audio/2026/10/evy-show-114.mp3?v=20261008113506
  summary: "Claude Haiku 5.5 undercuts small-model pricing, GPT-6 gets interactive, Docker ships an agent runtime, and research shows agents fail quietly."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 23
  sources[23]{title,publisher,url}:
    Introducing Claude Haiku 5.5,Anthropic,https://www.anthropic.com/claude-haiku-5-5
    Claude Haiku 5.5 — Hacker News discussion,Hacker News,https://news.ycombinator.com/item?id=49996437
    GPT-6 and Intelligent UI for everyone,OpenAI,https://openai.com/index/gpt-6-for-everyone/
    GPT-6 and Intelligent UI for everyone — Hacker News discussion,Hacker News,https://news.ycombinator.com/item?id=49996425
    "ChatGPT is getting a lot more visual, with the launch of a new interface",TechCrunch,https://techcrunch.com/2026/10/07/chatgpt-is-getting-a-lot-more-visual-with-the-launch-of-a-new-interface/
    "Nous Research confirms it hit $1.5B valuation, launches AI agents for business users",TechCrunch,https://techcrunch.com/2026/10/07/nous-research-confirms-it-hit-1-5b-valuation-launches-ai-agents-for-business-users/
    Liquid AI Releases Open-Weight d1-3B and d1-omni-600M: Multimodal Decision Models With Zero Output Tokens,MarkTechPost,https://www.marktechpost.com/2026/10/07/liquid-ai-releases-open-weight-d1-3b-and-d1-omni-600m-multimodal-decision-models-with-zero-output-tokens/
    LiquidAI/d1-3B — Hugging Face model card,Hugging Face,https://huggingface.co/LiquidAI/d1-3B
    Perplexity AI Releases pplx-embed-v2-late: A 0.6B Edge Model and a 9B Model Scoring 92.4% on MADQA,MarkTechPost,https://www.marktechpost.com/2026/10/07/perplexity-ai-releases-pplx-embed-v2-late-a-0-6b-edge-model-and-a-9b-model-scoring-92-4-on-madqa/
    docker/docker-agent,GitHub,https://github.com/docker/docker-agent
    Docker Agent — Hacker News discussion,Hacker News,https://news.ycombinator.com/item?id=49996259
    strands-agents/box,GitHub,https://github.com/strands-agents/box
    What Happens When a Trusted Model Repo Changes? Unsloth Studio Re-Checks Before It Runs,MarkTechPost,https://www.marktechpost.com/2026/10/07/what-happens-when-a-trusted-model-repo-changes-unsloth-studio-re-checks-before-it-runs/
    openqodex/openqodex,GitHub,https://github.com/openqodex/openqodex
    GTKottman/mortiflix-oss,GitHub,https://github.com/GTKottman/mortiflix-oss
    OrgoAI/bops,GitHub,https://github.com/OrgoAI/bops
    NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes,MarkTechPost,https://www.marktechpost.com/2026/10/08/nvidia-pivotopd-teaches-multi-turn-ai-agents-to-recover-from-pivotal-mistakes/
    "Loud Failures, Quiet Failures: Fault Detection and Recovery in Tool-Using Language Model Agents",arXiv,https://arxiv.org/abs/2610.10062
    AgentTime: Can Agents Estimate and Control Their Own Runtime?,arXiv,https://arxiv.org/abs/2610.09944
    "OOM-RL II: Reality Is an Oracle, Not a Debugger — Provenance-Constrained Diagnosis in Continually Evolving Agent-Engineered Systems",arXiv,https://arxiv.org/abs/2610.10256
    Reasoning-Token Spikes Under Prompted Untruthful Responding in Large Language Models,arXiv,https://arxiv.org/abs/2610.10405
    "Architect Launches Liquid Inference, a Real-Time Auction for LLM Inference",MarkTechPost,https://www.marktechpost.com/2026/10/08/architect-launches-liquid-inference-a-real-time-auction-for-llm-inference/
    MarkTechPost Open Source technology category,MarkTechPost,https://www.marktechpost.com/category/technology/open-source/

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/10/evy-show-114.mp3?v=20261008113506
  - id: read_full_article
    method: GET
    href: /articles/2026-10-08-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-10-08-evys-morning-ai-brief/

@context
  > Claude Haiku 5.5 undercuts small-model pricing, GPT-6 gets interactive, Docker ships an agent runtime, and research shows agents fail quietly.

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