Portfolio · Arc I — The Math of Emergence

Emergence & Intelligence
Across Scales

A growing collection of interactive simulations. First up — the visual anchor of the whole collection: order emerging from deterministic chaos.

🦋Strange AttractorsLorenz · Rössler · Aizawa — live in 3D→🧠Attention, VisualizedHow a Transformer attends — scaled dot-product in 3D→🤖Watch an Agent LearnReinforcement learning balances a pole — live→🕊️Intelligence Without a GoalA pole balanced by entropy alone — no reward, no learning→🏎️Evolution Behind the WheelA neural net evolves to drive — 9 sensors, no map→📐Simulation Lab26 live models across five domains — automata, agents, dynamics, learning & biology→