Category-defining notes on deterministic finance, Large Quantitative Models, Quantitative Language Models, evidence-grounded financial AI and governance.
A FinanceGPT definition of Large Quantitative Models: quantitative systems for financial calculation, forecasting, risk, simulation, optimization and governed evidence.
Read researchUnderstand the difference between Large Quantitative Models and Large Language Models in financial analysis and why FinanceGPT keeps the layers separate.
Read researchFinanceGPT QLMs combine language inference, quantitative models, evidence, tools and governance for financial work.
Read researchHow evidence lineage, citations, quantitative models and governance make generative AI more useful for professional financial work.
Read researchLearn when finance teams should use deterministic calculations, generative AI, or both together.
Read researchA practical framework for routing, evidence, evaluation, human review and execution boundaries in financial AI.
Read research