Claude Workshop #3 - AI Voice Agents with Claude Code We're building voice agents live, plus how MCP and n8n fit in. 📅 Wednesday, May 13 @3:30 PM MDT Missed Workshop #1 and #2? Catch the replay here.

Okay, this one made me do a double take: 12 million tokens in one context window is wild. Subquadratic just launched a new AI model architecture that claims to handle massive context more efficiently, which could change how we think about RAG, coding agents, research tools, and long-running automations. - 12-million-token context window available through an API - Subquadratic Selective Attention, built to avoid quadratic attention costs - Claimed linear scaling in compute and memory - 52x faster than dense attention at 1M tokens - 92.1% needle-in-a-haystack retrieval at 12M tokens - MRCR v2 score of 83, reportedly beating GPT-5.5 - Potentially less chunking, routing, and context stitching - Bigger working memory for AI agents and automation flows - Coding agent and deep research tool launching in beta - Still early, with big claims that need real-world testing What I’m watching here is whether huge context windows actually simplify automation, or whether we still need smart retrieval, memory, and workflow design around the model. Read the full article here: https://thenewstack.io/subquadratic-12-million-context-window/

Looks like Google is testing a new Gemini video generation tool called Omni, and it might be a step toward a single model that can handle both images and video. - Omni showing up in Gemini UI text, not just hidden code, so it could be a real product name soon - Screenshot line: “Powered by Omni” inside the video generation tab, which is a pretty loud hint - Today’s setup is split: Veo 3.1 for video, Nano Banana 2 and Nano Banana Pro for images - Omni might be a wrapper on top of Veo, a brand new Gemini video model, or the start of a true omni-model that outputs both images and video - If Google unifies image plus video generation, automation workflows get way cleaner, one API, one set of prompts, fewer handoffs - Competitive pressure is real in AI video right now, with ByteDance’s Seedance 2.0 leading some benchmarks - Google I/O 2026 (May 19–20) looks like the most likely stage for an official reveal If Omni ends up being one model for both image and video output, what would you guys automate first, ad creatives, product demos, or short-form content pipelines? Read the full article here: https://www.testingcatalog.com/google-is-testing-new-omni-model-for-video-generation-ahead-of-i-o/

Anthropic is reportedly getting ready to launch Orbit, a proactive briefing feature for Claude that pulls insights from your work apps and delivers time zone aware, actionable summaries. - Proactive briefings instead of reactive chat, less tab hopping - Opt-in setup, time zone aware delivery, feels like it is designed for real daily routines - Connectors like Gmail, Slack, GitHub, Calendar, Drive, and Figma, basically the modern knowledge work stack - Mentions of “Orbit apps” you can pin, hints at a mini dashboard experience inside Claude Cowork - Spanning both Claude and Claude Code, so summaries could include code and project context, not just email and meetings - Fits the bigger trend: OpenAI has Pulse, and similar digest features are showing up in Gemini and Perplexity, so proactive assistants are quickly becoming table stakes - The interesting twist is GitHub plus Figma, which screams developer and creative workflows, not just inbox management Read the full article here: https://www.testingcatalog.com/anthropic-is-working-on-orbit-its-upcoming-proactive-assistant/

Happy May! 💰 $250 CASH Prize Winners 💰 Congrats to our top 5 leaders for the month of April! I'll be sending $50 each your way as a huge thank you! Winners: @Jelord Chien @Dave Delaney @Myron Stanford @Sam Abdallah @Iain Munro 💎 New Claude Section in the Classroom 💎 Just dropped a brand new Claude section with 3 videos live now: - 2 intro videos to Claude Code - Workshop #1 (recorded live) - Workshop #2 drops early next week. 🔧 Template Update Quick heads up: Intro to Claude Code: Build a Landing Page is pushed to end of next week. Client builds were breaking all over the place this week and I had to triage. Thanks for your patience. 🚀 Want the Skills, Templates, Blueprints + GitHub Repos? The recorded workshops are free here in the community. All the resource material that goes with them (skills, templates, blueprints, GitHub repos, full tutorials) lives over in Automate What Academy PRO. If you're serious about building and selling AI products and services, come join us: 👉 https://www.skool.com/automate-what-academy-pro/about