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Dan's AI Intel
Dan's AI Intel

AGI Check-In: The Benchmarks Broke. Science Didn’t.

33 min•8 september 2026

Om avsnittet

GPT-6 Astra scored 99.9% on ARC-AGI-3. It also scored 62.7% — same model, same test, different evaluation harness. In the first week of September 2026 Anthropic, Google and OpenAI all refreshed their flagships inside seventy-two hours, OpenAI's president closed the Astra briefing with "welcome to the AGI era", and the scoreboard everyone reads quietly stopped being usable. So this check-in measures the AGI curve a different way: by what came back from outside the model's reach.

A 360-degree scan of what Claude Fable 5.1, Claude Mythos 5.1 and GPT-6 Astra actually produced — five open mathematical problems, 354 lab-confirmed protein binders, a new elevation map of a third of Venus, GPU kernels 2.5 times faster — each graded by how far it got past the lab's own say-so. Plus the honest half: why "dozens of conjectures cracked" is a base-rate story, why there is still no FDA-approved drug whose target and molecule were both found by AI, and why the most capable version of every flagship now sits behind a vetting desk. It ends with the five dials this show will re-read at every check-in.

I'm Dan. AI moves too fast to keep up with, so I built my own stack of AI tools to research, analyse, verify and illustrate the questions I can't stop thinking about — mostly to learn it myself, and I share what I find. AI-assisted, fact-checked, worth a second look.

Follow Dan's AI Intel in whatever app you're listening in — it's free, and a follow is the single biggest thing that helps a small independent show grow. One quick thing, from Dan — I make this show mostly to keep up with AI myself, and I'd love to make it better. If there's something you'd push back on or want me to go deeper on, tell me: [email protected] — I read every one.

The full written report — with the charts, sources and interactive exhibits — is on the site: read it here. Browse every episode and all of Dan's shows at connectiveshift.com.

This show is AI-generated and fact-checked — deeply researched, and worth a second look. Follow Dan's AI Intel — it's free, and the single best way to help a small independent show grow. Thoughts or pushback? [email protected] — I read every one.

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