Episode Details

𝐀𝐧 𝐮𝐧𝐫𝐞𝐥𝐞𝐚𝐬𝐞𝐝 𝐦𝐨𝐝𝐞𝐥 𝐣𝐮𝐬𝐭 𝐜𝐫𝐚𝐜𝐤𝐞𝐝 𝐭𝐞𝐧 𝐦𝐚𝐭𝐡𝐬 𝐩𝐫𝐨𝐛𝐥𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐡𝐚𝐝 𝐧𝐨𝐭 𝐛𝐮𝐝𝐠𝐞𝐝 𝐢𝐧 𝐚 𝐝𝐞𝐜𝐚𝐝𝐞. 𝐓𝐨𝐭𝐚𝐥 𝐜𝐨𝐬𝐭, 𝐚𝐛𝐨𝐮𝐭 𝐭𝐰𝐨 𝐭𝐡𝐨𝐮𝐬𝐚𝐧𝐝 𝐝𝐨𝐥𝐥𝐚𝐫𝐬. 𝐓𝐡𝐞𝐧 𝐬𝐨𝐦𝐞𝐛𝐨𝐝𝐲 𝐚𝐬𝐤𝐞𝐝 𝐭𝐡𝐞 𝐨𝐛𝐯𝐢𝐨𝐮𝐬 𝐪𝐮𝐞𝐬𝐭𝐢𝐨𝐧: 𝐰𝐡𝐨 𝐜𝐡𝐞𝐜𝐤𝐬 𝐭𝐡𝐞 𝐚𝐧𝐬𝐰𝐞𝐫𝐬? 😳

Almost nobody alive can. A trained mathematician said verifying a single one of those proofs would take weeks.

Today on 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧, Quentin and Stark pull the sharpest version of this week's theme out of that story: 𝐅𝐫𝐞𝐞, 𝐟𝐚𝐬𝐭 𝐚𝐧𝐝 𝐟𝐫𝐚𝐠𝐢𝐥𝐞.

Here's the flip that matters for your business. For years the hard part was getting the answer. Now the answer is cheap, fast and instant, and the hard part is knowing whether to trust it. The bottleneck moved.

Three numbers that are really one lesson: 📊

📊 𝐓𝐞𝐧 open problems, each stuck for a decade, solved or advanced in a single run

📊 About $𝟐,𝟎𝟎𝟎 total, roughly two hundred dollars a problem. The intelligence is nearly free

📊 𝐖𝐞𝐞𝐤𝐬 to verify just one answer. The scarce thing now is trust

And it shows up long before frontier maths. When AI drafts your contract or your numbers, it's fast and confident and cheap. The commentators who couldn't judge those proofs did something telling: they asked another AI how hard they were and used that as the verdict. We're checking AI's work with more AI.

Your move: 

🔴 List every job you hand to AI and which model does it, cheap for routine, premium only for the hard stuff. 

🔴 Note what each tool can log into. 

🔴 Pick one thing AI produces and decide how you'll check it, a second source or a person who knows.

When answers are free and fast, the value is entirely in whether you can trust them. 🎙️

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Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.