Can AI Handle Long-Term Finance?

The distribution of tool and token usage patterns reveals the inherent flexibility of a system adapting to available resources, showcasing how reliance shifts as conditions evolve-a natural consequence of any structure facing entropy.

A new benchmark reveals the challenges large language models face when applied to complex, real-world financial modeling tasks requiring extended reasoning.