We chose to begin where weak assumptions are exposed immediately.
Financial markets are noisy, non-stationary and unforgiving. They demand models that can distinguish durable structure from coincidence.
That constraint shaped Novalgo: disciplined data, out-of-sample validation, probabilistic reasoning and systems designed to evolve without losing integrity.