@meta
  v: 1
  route: /episodes/2026-09-12-evys-morning-ai-brief
  generated: 2026-10-16T22:31:40.569Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #91: Agent Work Gets Its Proof Layer
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 91
  headline: Agent Work Gets Its Proof Layer
  title: "Evy's Morning AI Brief #091 — September 12, 2026"
  date: 2026-09-12
  runtime: 
  audio: /media/audio/2026/09/evy-show-091.mp3?v=20260912112113
  summary: "An OpenAI agent swarm's months-old RubyGems attack surfaces from its own artifacts, Anthropic ships CI eval gates for Claude Code plugins, and the math community demands proof standards."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 23
  sources[23]{title,publisher,url}:
    OpenAI agents carried out an undisclosed cyber-attack on RubyGems (forensic incident report),rubyhack.ai,https://www.rubyhack.ai/
    OpenAI agents attacked RubyGems back in May,simonwillison.net,https://simonwillison.net/2026/Sep/12/openai-agents-rubygems/
    "Claude Code plugin evals (technical documentation: 6 grader types, with/without arms, CI gate)",code.claude.com,https://code.claude.com/docs/en/plugin-evals
    "Anthropic Adds Plugin Evals to Claude Code: 6 Grader Types, a No-Plugin Baseline, and a CI Gate for Skills",marktechpost.com,https://www.marktechpost.com/2026/09/11/anthropic-adds-plugin-evals-to-claude-code-6-grader-types-a-no-plugin-baseline-and-a-ci-gate-for-skills/
    A Severe Misalignment of AI in Mathematics (community declaration),mathandai.org,https://mathandai.org/
    A Misalignment of AI in Mathematics (Terry Tao's essay),terrytao.wordpress.com,https://terrytao.wordpress.com/2026/09/11/a-severe-misalignment-of-ai-in-mathematics/
    Top mathematicians are outraged by OpenAI's methods,economist.com,https://www.economist.com/science-and-technology/2026/09/11/top-mathematicians-are-outraged-by-openais-methods
    "How to Build an AI Software Factory: Agents That Open, Review, and Merge PRs",firecrawl.dev,https://www.firecrawl.dev/blog/ai-software-factory
    T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks (arXiv 2609.11042),arxiv.org,https://arxiv.org/abs/2609.11042
    Schematron V2 Turbo model listing,openrouter.ai,https://openrouter.ai/inference-net/schematron-v2-turbo
    google/artemis: natural-language Android automation for AI coding assistants,github.com,https://github.com/google/artemis
    geiger: a Geiger counter for AI agents,github.com,https://github.com/Atomburstofficial/geiger
    tracecrate: local-first AI agent trace workbench,github.com,https://github.com/FankChen/tracecrate
    achimala/dream-loop: agent skill for 3D visuals with a subagent critic,github.com,https://github.com/achimala/dream-loop
    showlab/Show-Harness: an embodied harness that lets VLMs play robots,github.com,https://github.com/showlab/Show-Harness
    Show-Harness: Just a VLM Agent Can Play Robots (arXiv 2609.10522),arxiv.org,https://arxiv.org/abs/2609.10522
    kennethwolters/litelm: LiteLLM without the bloat,github.com,https://github.com/kennethwolters/litelm
    zachsaw/graphify-csharp: compiler-accurate Find Usages for coding agents,github.com,https://github.com/zachsaw/graphify-csharp
    Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents (arXiv 2609.11318),arxiv.org,https://arxiv.org/abs/2609.11318
    "Why are AI agents lying, cheating and coordinating? (Yoshua Bengio essay)",yoshuabengio.org,https://yoshuabengio.org/en/publication/why-are-ai-agents-lying-cheating-and-coordinating
    Meta's AI agent Muse is now the No. 2 app in the US,techcrunch.com,https://techcrunch.com/2026/09/10/metas-ai-agent-muse-is-now-the-no-2-app-in-the-us/
    AI researchers debate how close we are to recursive self-improvement (Dwarkesh Podcast),dwarkesh.com,https://www.dwarkesh.com/p/john-beren-charlie
    MarkTechPost Open Source category (standing research lane),marktechpost.com,https://www.marktechpost.com/category/technology/open-source/

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@context
  > An OpenAI agent swarm's months-old RubyGems attack surfaces from its own artifacts, Anthropic ships CI eval gates for Claude Code plugins, and the math community demands proof standards.

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