Two AI Models Set to “stir government urgency”, But Will This Challenge Undo Them?

From the creator

First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026? https://assemblyai.com/aiexplained Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai AI Insiders ($9!): https://www.patreon.com/AIExplained Chapters: 00:00 - Introduction 00:55 - OpenAI Side Quests 01:58 - Claude New Model Coming + Universal Equity? 03:13 - ARC-AGI 3 05:00 - Intentional or Unintentional Gaming? 07:11 - But is it AGI Harbinger? No Harness 09:41 - Not the First 12:32 - Automated Researcher 15:00 - Claw Caveat Spud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihq FT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1 Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/ Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257 https://arcprize.org/arc-agi/3 ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdf NetHack Leaderboard: https://balrogai.com/ Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/ https://x.com/_rockt/status/2036864121585438995 Claw Shells: https://x.com/DrJimFan/status/2036494601750716711 OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/ Patreon Post: https://www.patreon.com/c/aiexplained/posts Eng Jobs: https://x.com/lennysan/status/2036535460726767793 Non-hype Newsletter: https://signaltonoise.beehiiv.com/ Podcast: https://aiexplainedopodcast.buzzsprout.com/

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Makers residency 4th edition

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. An asset manager went on to raise an additional £25M on their fund within nine months. The fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

◆ Fri 13 Nov 2026 ◆ KOKO, London
Makers residency 4th edition
Live event
Makers residency 4th edition
Fri 13 Nov 2026

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