# July 22 2026 - AI Agents, JudgeGPT & the Model ShakeupAI Agents, JudgeGPT & the Model Shakeup Page: https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup Text version: https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup.md Podcast: [The AI Signal & The AI Noise](https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318) Published: 2026-07-22T03:21:07+00:00 Episode link: https://The-AI-Signal-and-The-AI-Noise.podbean.com/e/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup/ Audio file: https://mcdn.podbean.com/mf/web/8t73qkkpfy61wqsf/ff563dde-2c3f-4819-ae22-0db1de9b1aa8.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-ai-signal-the-ai-noise-7399318/episodes/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup Duration seconds: 595 ## Resource Jack Dorsey’s Buzz embeds agentic AIs into team chat. A Pakistan field trial of JudgeGPT cut backlogs and delivered massive ROI — but only when judges received hands-on training. Google rolls out cheap, fast Flash models while Poolside’s open Laguna S 2.1 upends coding AI expectations. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-ai-signal-the-ai-noise-7399318/episodes/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318/july-22-2026-ai-agents-judgegpt-the-model-shakeupai-agents-judgegpt-the-model-shakeup.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.