Today we spend 100 times more on AI development than the Manhattan Project cost in real terms, but 100 times less on AI safety than was spent on nuclear safety during that era — a 10,000x deficit.
Snapshot · Moonshots with Peter Diamandis
Today we spend 100 times more on AI development than the Manhattan Project cost in real terms, but 100 times less on AI safety than was spent on nuclear safety during that era — a 10,000x deficit.
Where this was said
At 1:37:00 · chapter starts 1:35:25
Salim lists machine-native enforcement mechanisms: compute revocation, asset seizure, model credential suspension, forced deletion, loss of legal identity. Discussion of AI personhood as spectrum, not binary.
We're spending 100 times more on AI today than the Manhattan Project cost — and 100 times less on AI safety than we spent on nuclear safety then. That's a 10,000x deficit. Will Marshall's call: lock Yuval Harari, Demis Hassabis, Dario Amodei, and top legal and moral thinkers in a room and don't let them out until they have answers.
Sam's initial MVP was coded in approximately one week using ChatGPT voice mode and copy-pasting code, with no prior technical experience.
Sam argues Discord is 10x better than email for building relationships with younger users who rarely check their inbox.
Sam's monthly operating costs include Cursor ($200), AI image generation ($100), AI video generation ($200), hosting ($100), email marketing ($80), and AI compute ($300–$500).
Sam recommends copying days of Discord chat history into ChatGPT and prompting it to list recurring pain points as a fast, free market research technique.
Bhanu and his team built approximately 50 free tools to attract search traffic, each linked back to SiteGPT.
With AI coding tools like Cursor, Bhanu can now create a new free marketing tool in less than 5 minutes by referencing existing tools.
Bhanu filters Ahrefs keyword results to show only those with a keyword difficulty below 10, making them realistic ranking targets for any decent website.
Bhanu sets a minimum search volume of 1,000 monthly searches when selecting keywords to target with free tools.
PropGPT averaged 20 downloads per day right after launching on the App Store through influencer marketing.
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