Peter, Salim, Dave, and Alex sit with Astro Teller at Moonshots Live on how X tests ideas, how Google Brain helped shape modern AI, and why X kills about 98% of what it starts.
Chapters
- 1:11 Astro’s three-part moonshot test: a huge problem, a sci-fi product, and a breakthrough technology.
- 3:30 How X shuts ideas down fast when they are too small, too safe, or fail the techno-economics.
- 5:09 X at 16 and a half years: one to 200 code-named ideas a year, with about 2% graduating.
- 7:13 Google Brain, from Andrew Ng and Jeff Dean scaling neural nets to TPUs and the Transformer.
- 9:29 The ones that got away so far: clean water at a penny a liter, time-shifted energy, and education.
- 11:05 Alex’s great-stagnation question, and Astro’s answer that X started its moonshot factory in 2010.
- 13:38 The dirty little secret: moonshots are easy if nobody cares about efficiency.
- 16:08 Choice A or choice B: a guaranteed million or a one-in-100 shot at a billion.
- 20:35 The cost to graduate a moonshot is down about 3x over 16 years.
- 26:04 AI as an implementation detail, like electricity, with agents and people on every team.
- 31:00 Monkey and pedestal: train the monkey first, and why Astro calls himself the crown prince of failure.
- 35:43 New materials, and the 95% of work that comes after the first flake of a breakthrough.
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People
On this episode
Peter Diamandis
Host. Opens on the Teller family tree and lays out the moonshot-factory formula he learned from Astro. 15:19
Salim Ismail
Co-host. Pitches OpenExO’s 50,000-person community as the outer layer and splits moonshots into pain points and aspirations. 29:10
Dave Blundin
Co-host. Asks whether X’s idea funnel grows with AGI and whether a team’s AI bill has passed its salary bill. 27:39
Alexander Wissner-Gross
Co-host. Asks about the great stagnation and whether moonshots are getting cheaper or pricier. 11:05
Astro Teller
Guest. Captain of Moonshots at X, which he co-founded 16 and a half years ago. 1:11
People mentioned
Edward Teller
Astro’s paternal grandfather and creator of the hydrogen bomb, from Peter’s intro. 0:22
Andrew Ng
Came to X and set up Google Brain with Jeff Dean. 7:46
Jeff Dean
Paired with Andrew Ng to make neural nets far bigger than anyone had tried. 7:53
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Products
Exponential Organizations 2.0: The New Playbook for 10x Growth and Impact — Salim and Peter’s playbook. Peter says they have written about putting the moonshot unit on the edge of the company. Amazon 15:28
Bold: How to Go Big, Create Wealth and Impact the World — closest match for the Peter book cited on the demonetization of advanced technology. Amazon 17:43
Solve Everything — Alex and Peter’s book-length essay, free online, which Dave name-checks. Official site 4:55
The Moonshot Podcast — X’s own show, two seasons of moonshot-takers telling their stories. X 37:27
X, The Moonshot Factory X · Moonshots Official site
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Places
The Moon — Alex’s actual moonshots, and the long pause after the landings stopped. 11:18
Lockheed Skunk Works — the classic off-to-the-edge lab used as a model for X. 17:23
Mars — Salim’s aspirational example. Astro wants a path to an enduring business within two decades. 29:15
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