A series of 2026 conferences will gather investors in private credit and municipal bonds to determine AI's utility in fixed-income markets. These events focus on moving past hype to find concrete use cases for cash and securitized credit. Practitioners will evaluate if LLMs can actually improve yield analysis or risk modeling.