Why OpenAI’s New Astra Model Changes Everything

Watch on YouTube ↗  |  September 09, 2026 at 14:53  |  30:44  |  Bankless
Speakers
Ejaaz Ahamadeen — Co-Host, Limitless Podcast (Bankless)
Josh Kale — Co-Host, Limitless Podcast (Bankless)

Summary

Josh and Ejaaz discuss OpenAI's Astra/GPT-6 as the new frontier AI model with strong agentic computer use, covering demos in video editing, 3D game and world creation, music generation, and real estate walkthroughs. They credit its jump partly to massive NVIDIA GPU compute and expect AI hardware devices to be the next phase, with Apple flagged as a key potential beneficiary. They also discuss falling model costs, AGI timing, and next-generation NVIDIA GPUs as a further acceleration force.

  • OpenAI's Astra/GPT-6 is framed as a frontier shift with autonomous computer-use capabilities.
  • Demos include multi-cam video editing, Unreal Engine game worlds, Call of Duty-style generation, music composition, and Zillow-style house tours.
  • The model was trained on roughly 100,000 NVIDIA GPUs, supporting the compute scaling thesis.
  • Josh argues next-gen NVIDIA Vera Rubin GPUs and larger clusters could drive another capability step-change.
  • Ejaaz calls Apple a sleeping giant in consumer AI hardware, citing roughly 3.5 billion live devices and a major upcoming hardware event.
  • They expect AI model costs to keep falling, potentially with cheaper open-source GPT-6-level models soon.
  • The hosts debate whether this is AGI and see the model as a preview of ambient, hardware-based AI.
Ideas
Ejaaz Ahamadeen Co-Host, Limitless Podcast (Bankless) 7:49
NVIDIA GPUs scale frontier AI models
Josh emphasizes that Astra/GPT-6 already used 100,000 older GPUs, while current clusters are reaching many hundreds of thousands of GPUs and are about to move to NVIDIA's next-generation Vera Rubin platform. If model quality is this good now, quadrupling GPU count and multiplying per-GPU throughput 5x implies another step change in AI capability, keeping NVIDIA exposed to the next hardware upgrade wave.
Ejaaz Ahamadeen Co-Host, Limitless Podcast (Bankless) 26:42
Apple is sleeping AI hardware giant
Ejaaz frames Apple as a sleeping and lurking giant for the next consumer AI hardware cycle: the new agentic models need ambient hardware devices, Apple has roughly 3.5 billion live devices, and it has a major hardware event coming up, so Apple is positioned to finally deliver a consumer AI device and compete with OpenAI's Q1 device push.
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