We’re back because math keeps refusing to stay in the classroom. In this episode, I unpack two very different kinds of “math pop culture.” First, we revisit entropy, seed generation, and wallet security through a Bitcoin lens: dice rolls versus machine randomness, Bitkey’s firmware checks, Bitcoin Core as the most-reviewed software stack in the room, and why truly understanding how keys are made matters more than blindly outsourcing trust. The deeper theme running through that whole section is validation—how much of security is really just getting honest about what you can and cannot verify for yourself.From there, we turn to two recent rage-bait flashpoints: the anti-algebra Tucker Carlson clip and the hype around AI “solving” Navier-Stokes. I argue that abstraction is the toolkit that lets you reason your way out of the matrix, and that dismissing algebra as fake misses the entire point of mathematical thinking. On the AI side, we get into proof formalization, peer review, incentive problems in mathematics, and whether machine-generated breakthroughs actually advance math—or mostly advance our need for better audit trails. We close on a more optimistic note: AI may compress old workflows, but it also increases the value of high-agency humans who can validate, reason, and build beyond the rails.AnchorWatch: https://www.anchorwatch.com/Presidio Bitcoin: https://www.presidiobitcoin.org/Block: https://block.xyz/Bitkey: https://bitkey.world/Bitkey Wallet GitHub: https://github.com/Bitkey-Wallet/Bitcoin Core: https://bitcoincore.org/libsecp256k1 GitHub: https://github.com/bitcoin-core/secp256k1BitDevs: https://bitdevs.org/OpenAI Navier–Stokes announcement: https://openai.com/index/navier-stokes-solution/Clay Mathematics Institute: https://www.claymath.org/Algebraic Number Theory and Fermat’s Last Theorem: https://www.routledge.com/Algebraic-Number-Theory-and-Fermats-Last-Theorem/Stewart-Tall/p/book/9781032610931Hell Money podcast: https://play.fountain.fm/show/W8pjfavWchv8diXjikgCWavlake: https://wavlake.com/Sir Andrew Wiles: https://www.maths.ox.ac.uk/people/andrew.wilesOpen Ordinals: https://ordinals.org/Casey Rodarmor’s blog: https://rodarmor.com/blog/