The rate at which any physical system can generate or extract new information is fundamentally limited by how fast quantum states can evolve into distinguishable (orthogonal) configurations under energy and time constraints. This leads to a clean efficiency metric: η = ∆surprise / ∆(E × t) ≤ 4 / h(bits per joule-second) It bridges Shannon surprisal with the Margolus–Levitin quantum speed limit. I propose this as a potential non-gameable metric for measuring real intelligence in AI systems. Thoughts?

Practice & Create Daily — my Perpetual Codex

22 oct 25 611/2200

I paced the room, heart racing for our date, the one she'd etched into my palm on a lazy afternoon, her eyes saying we'd savor every moment of forever. She'd whispered it'd be unforgettable, her lips brushing mine.

Today marked the 14th, still circled in a faded red since she slipped away the same red as the sun-warm skin of the fruit we once split between our teeth, its sugar on her tongue, her tongue on mine, the day we swore nothing could wilt what the calendar had let us harvest.