Blog
Insights, analysis, and updates from the FinCatch team.
January 16, 2026
Beyond the Black Box: Explainable AI in Finance
In the high-stakes world of finance, "trust me, I’m an AI" is not a viable strategy. A single hallucinated statistic or anachronistic data point can trigger million-dollar losses.
AIFinancial ResearchExplainable AILLMGraph
Read more December 7, 2025Brief Breakdown of nano-graphrag: A Lightweight Alternative to GraphRAG
An exploration of nano-graphrag, a more hackable implementation of GraphRAG for knowledge graph-enhanced retrieval augmented generation
AIFinancial ResearchTechnologyLLMGraphRAG
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