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Σ LIVE OBSERVATORY · 24 MECHANISMS UNDER TELEMETRY · 11 AUG 2026

ALGORITHMS
THAT LEARN

Twenty-four equations behind modern AI — from Bayes (1763) to Mamba & KAN (2024). Every card opens a live, controllable simulation of the math itself. Click anything.

0ALGORITHMS
0YEARS OF MATH
0LIVE SIMS
5STATUS CLASSES
TRAINING FEED — transformer-4l · batch 2048
epoch 0loss 2.71lr 3e-4CONVERGING ▸