This episode of Beyond the Algorithm explores FISHNET, a new AI system designed to analyze complex financial data. Instead of relying on costly, fine-tuned language models, FISHNET uses a team of specialized AI agents, each expert in a different type of financial document, to gather insights from regulatory filings like N-PORT and 13F123. These "expert agents" work together like a swarm, collaborating to understand intricate data relationships and answer complex queries, ultimately offering a more flexible and scalable approach to financial analysis.
Article: https://arxiv.org/html/2410.19727v1)