HELIOX: WHERE EVIDENCE MEETS EMPATHY 🇨🇦
📈 The Architecture of Innovation 
On jokes, genius, and the AI economy we haven't built yet
S6 E54 · 44:55

What if the laugh and the eureka are the same cognitive event?
And what if a machine could be taught to recognize it — and use that recognition to pay original creators fairly, forever?

That's the architecture this episode unpacks.
🔹 Bisociation (Koestler, 1964): humor, discovery, and art share one cognitive engine
🔹 Surprisal + harmonic mean of novelty: the math of the aha moment
🔹 Atomic Information Flow: tracing ideas through black-box AI networks to their human origins
🔹 Shapley values: mathematically fair attribution — contribution ≠ memorization
🔹 Curiosity-Driven RLHF: coding wonder, with guardrails

The vision: a durable, decentralized knowledge economy where break-with innovations are rewarded disproportionately and permanently.

Apple Podcast
https://podcasts.apple.com/ca/podcast/heliox-where-evidence-meets-empathy/id1769969487?i=1000758644403

Spotify Podcast
https://open.spotify.com/episode/2Y8Jf4CI3S6brBGTt3Erk3?si=kOWXtKSrQ4q1ZRK1uupxew

Youtube
https://youtu.be/KZQEUTfX3z0