A leader must inspire optimism in his people. He is entrusted with the resources to equip each individual with the tools and opportunities to express and share the best version of themselves with the world. 👑

Journal Entry 2026/03/30 I need Plan ₿ to play out so I can leave my current profession and dedicate my full time and energy to computer science, academia, and the deeper study of artificial intelligence. There is only so much time, space, and energy in a day, and my connection to fiat consumes far too much of it. For now, I balance both worlds as best I can, but it feels like juggling planets with two hands.

Interesting fact (courtesy of Grok) The golden ratio (φ ≈ 1.618) — that elegant mathematical constant found in nautilus shells, pentagons, and classical art — also appears in female anatomy. This same divine proportion shows up in body segmentation, natural growth spirals, and the harmonious curves many find beautiful. It’s a lovely reminder that biology doesn’t ignore elegant geometry. What a beautiful alignment of math, nature, and the human form 💫

2026/03/30 190kg x 1 rep max Haven’t earned the straps or belt yet. Self-entitlement makes me sick to my core.

Constraints are needed for reasoning.

Being Humble is a curse.

“Intelligence is bounded by its environments, and bounded by the problems it tries to solve.” -François Chollet

Great films 🫶

‘Machine deep learning does generalize but generalization is not binary, it's more like a spectrum.’ - François Chollet

‘In a future where humans no longer exist, higher forms of intelligence may study humanity as a minor historical civilization. Humans would be remembered through the lens of their behavior, culture, and especially their digital footprint, including social media. Within that view, humanity may be judged harshly: as irrational, destructive, and excessively consumptive. Our extinction could be interpreted not as tragedy, but as a turning point that allowed life on Earth to improve. In that context, human biological life would become just one chapter in the larger history of life.’ Thoughts from Lex Fridman