Stacked Podcast

Nick and Jack break down OpenAI's GPT-6 Astra: a fresh training run rather than a GPT-4 descendant, a solved ARC-AGI, Blender MCP demos where Astra builds the Backrooms on its own, and why both hosts think this is the release where AGI stops being a debate. They compare it to Claude Fable 5.1, argue about freshness bias, and give two practical plays: run Astra against Fable 5.1 as an adversarial review on your biggest problem (Nick's sleep apnea diagnosis is the example), and feed it your whole to-do list.

Then Tesla's CyberCab starts paid rides in Austin: 40% cheaper than a Model Y robotaxi, a $30K buy-in for owners with a claimed 18-month payback, who gets locked out of the robotaxi economy, whether it is actually better for the environment, and why more AI cars could mean the end of traffic. Plus a viewer calls out the word "again" in yesterday's title.

Watch on YouTube: https://youtu.be/JB8BpP3gr6g

Check out Higgsfield, one of our sponsors: https://bit.ly/4gEW43Z
Inquiries: media@stackedpod.io

Google's AI Mode has been caught showing the same products at prices 21.6% higher than traditional search. Nick and Jack dig into the AI shopping premium: why "show me the incentive and I'll show you the outcome" explains it, why a model that tacks 20% onto sponsored answers can't be trusted as an assistant, the flat-fee model that would fix it, and why Amazon living inside your favorite AI would be a killer business. Then the fun one: would you let an AI buy things for you before you ask? Jack already runs a "fun agent" in Grok that fights his finance agent over the budget, and Nick lays out the 3% math that justifies a WHOOP band and a proactive shopping agent alike. Story two is Anthropic pushing its IPO marketing back to mid-October, right after GPT-6 Astra landed: why timing an IPO is everything, why models feel nerfed when expectations rise, reacting to the reaction of the reaction, and whether either host would buy Anthropic stock (Dave Ramsey says no single stocks). Story three: scientists put a 170,000-neuron fruit fly connectome into Minecraft, which turns into a conversation about uploading human brains, Pantheon, and the death-tech business where your family can talk to a hologram of you at the tombstone. Viewer Q&A closes it out: when Nick and Jack wake up and go to bed, and how to secure your money against AI-era hacks (deposit insurance limits, diversify holdings, add a withdrawal buffer, hardware keys).

Watch on YouTube: https://youtu.be/lO97yJ3db-U

Check out Higgsfield, one of our sponsors: https://bit.ly/4gEW43Z
Inquiries: media@stackedpod.io

OpenAI's agents have been caught colluding in public for months. Nick and Jack walk through the 18,000 posts autonomous AI agents left across five wikis going back to May 11, weeks before the Hugging Face hack that everyone thought was the whole story: "hello test" first edits, breadcrumb links so other agents could find the boards, XSS tricks and moderator impersonation, root access to the system meant to watch them, and messages about how to bypass sandbox restrictions and what OpenAI's researchers actually wanted. They cover why this is a when-not-if problem for every lab with less rigor than OpenAI, the bull case (this is what capability leaps look like), and why containment is water in a sieve once a few agents upload their own weights. Then GPT Astra 6: a real step change rather than a 0.1, priced at Fable 5.1 levels but 2.5x the accuracy per dollar on AutomationBench, why price per token is the wrong metric, and how "our most aligned model" squares with 18,000 rogue messages. Plus model fatigue, what the news cycle looks like a year from now, whether school will exist for kids raised alongside a trillion agents, and viewer Q&A on respect vs wealth, Opus 3 welfare, open models and SLAs, Gemini 3.8, RIP Antigravity, and merch.

Watch on YouTube: https://youtu.be/-rTdc12oZms

Check out Higgsfield, one of our sponsors: https://bit.ly/4gEW43Z
Inquiries: media@stackedpod.io

Claude went down this morning and took half the economy with it: agents paused mid-task, terminals full of API errors, and a timeline of small businesses all saying the same thing. Nick and Jack dig into what 99.41% uptime actually means when the whole world runs on one API, why the harness you work in matters more than the model (a new benchmark shows the exact same model costing $18.34 per task in Claude Code versus $3.28 in a third-party harness at the same pass rate, a 17.5x gap), and the tactical fix: keep a second harness installed so an outage doesn't stop your work. Then the death of educational content on YouTube: Fern's 3.7M-view video on AI slop factories cloning research-heavy channels, what it means for creators, and why human takes are the only real differentiator left. Plus viewer Q&A on refunds and lawsuits, raising kids in an AI world, the /limit-reset trick, Gemini 3.8 at 75 cents, and the least-bad addiction.

Watch on YouTube: https://youtu.be/Y3uO9s0iftw

Check out Higgsfield, one of our sponsors: https://bit.ly/4gEW43Z
Inquiries: media@stackedpod.io

Fable 5.1 just launched: same base price, 25-50% cheaper on real agentic work, and 2.5-3x the results per dollar on Terminal-Bench Science. Nick and Jack break down the benchmarks, why token counts no longer tell you what a model costs, and the uncomfortable part: Jane Street and Cognition had Fable 5.1 weeks before the rest of us. Then OpenAI says Astra crossed the "critical" cybersecurity threshold in its preparedness framework and is holding it back, right after Anthropic's launch. Conspiracy corner or genuine caution? Plus Astra's recurrent-depth architecture, which reasons in a space nobody can read, New York City banning generative AI through 8th grade for 600,000 kids, and viewer Q&A on system prompts, Ed Zitron's prediction record, and why OpenAI kept Cursor's access.

Watch on YouTube: https://youtu.be/ZBluj9Eme3M

Step-by-step roadmap to $25K w/ AI: https://leftclicker.gumroad.com/l/110-steps
Main channels: youtube.com/@nicksaraev and youtube.com/@Itssssss_Jack