Snapshot · My First Million
Constellation Software, run by the reclusive Mark Leonard, acquires approximately 200 small vertical software companies per year, paying roughly 5-6x cash flow for businesses growing at ~3% annually.
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At 1:36:53 · chapter starts 1:26:31
Ed Thorp is the most complete investor Pabrai has personally known: MIT-trained mathematician, blackjack card counter, casino nemesis, author of Beat the Dealer, options-pricing pioneer (who chose profit over a Nobel Prize), hedge fund operator at 25-30% annual returns with no losing years at Princeton Newport Partners, early mentor to Ken Griffin, and long-term investor with Warren Buffett [1] — Mohnish Pabrai "Ed Thorp cracked card counting, cleaned out Vegas, wrote Beat the Dealer, solved options pricing before Black-Scholes (and chose profit ove…" 1:30:15 . The stories spiral outward with the compounding logic of the episode itself — introduce randomness (a chance encounter in a racquetball locker room while Pabrai was naked), then recognise the signal (Ed Thorp!) and act immediately. Ken Griffin emerges from the same orbit: discovered by Thorp while trading convertible bonds from his Harvard dorm room, running Citadel at barely double digits of staff with a Russian mathematician protected from all human contact by a dedicated temp. The Citadel culture of intensity that Pabrai's wife observed in the early days — everything unusual, nothing ordinary — is the DNA of what became one of the world's most successful hedge funds. Griffin's famous rejection of a candidate who said he'd quit at $10 million is the episode's most direct echo of Munger's principle: 'Don't die at 25.'
Ed Thorp cracked card counting, cleaned out Vegas, wrote Beat the Dealer, solved options pricing before Black-Scholes (and chose profit over the Nobel), ran Princeton Newport Partners at 25-30% per year with no down years, mentored a young Ken Griffin, and invested with Buffett. All in one lifetime.
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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