Notes from the lab on world models, prediction, and how we evaluate them.
A calibrated decision model for Kalshi temperature markets. The edge is real, it passed a sealed test, and it is shrinking every month.
We attacked our own martingale-collapse detector and it held. Then everything else came apart.
Where pixel-level forecasting diverges from causal competence, and an evaluation protocol that separates the two.