Emad Mostaque stated that the total compute used to train KIMI K3 is equivalent to that used to train Mira Murati's Inkling, despite being far more capable — evidence of extraordinary data efficiency.
Snapshot · Moonshots with Peter Diamandis
Emad Mostaque stated that the total compute used to train KIMI K3 is equivalent to that used to train Mira Murati's Inkling, despite being far more capable — evidence of extraordinary data efficiency.
Where this was said
At 40:00 · chapter starts 32:45
The episode pauses for a sponsor read from Dave Blundin for Blitzy — positioned as an AI-native pre-IDE development platform that uses thousands of specialized AI agents to understand million-line enterprise codebases. The platform handles 80% or more of development work autonomously while guiding the remaining 20% requiring human input. Enterprises incorporating Blitzy report a 5x increase in engineering velocity. The ad is followed by discussion returning to the Yang Zhilin immigration story and how Moonshot AI's compute architecture was built to optimize for Huawei Ascend chips, with American inference providers set to run KIMI K3 10 times cheaper than Chinese competitors once they optimize it for NVIDIA Blackwell/Vera Rubin hardware.
The US export controls on advanced NVIDIA chips achieved the worst possible outcome: they irritated China without actually stopping it, just as the US learned in Vietnam that half-measures make things worse. The embargo forced Chinese labs to develop breakthrough quantization research that now makes their models cheaper, faster, and more efficient than if the embargo had never happened.
Salim Ismail traces the history from biological intelligence to individual to collective to artificial intelligence, arguing that every attempt by any entity to constrain an information-based paradigm fails. Intelligence, like information, wants to be free. The scarcity mindset driving AI export controls and regulations is not just counterproductive — it contradicts a fundamental law of nature.
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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