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RESEARCH & POLICY CENTER First Look The latest new research and
insights from the Research and Policy Center (RPC)
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Unstructured Data and AI Fine-Tuning LLMs to Enhance the Investment
Process . Platforms like ChatGPT have enabled access to powerful large
language models (LLMs), shifting the conversation around the future of
investing and evolving job roles in the industry. CFA Institute has
long maintained that the future of the investment profession is
strongly rooted in the cross collaboration of artificial and human
intelligence and their complementary cognitive capabilities. ESG
investing is one area that has the potential to utilize natural
language processing (NLP) to manage the alternative and unstructured
datasets. This paper explores many of the issues to be considered and
showcases a case study illustrating the value in leveraging
open-source data tools to generate new investment ideas.
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This episode features Robert C. Merton, School of Management
Distinguished Professor of Finance at MIT Sloan School of Management
and 1997 recipient of the Nobel Prize in Economic Sciences. He is the
CFA Institute Research Foundation 2023 Vertin Award winner. Merton
discusses the impact of digital transformation on the investment
industry, the state of play for measuring and monitoring macro
financial risk, and the industry’s role in driving society’s
transition to net zero. He shares his vision for how his work will
shape future generations of economists and practitioners. Click
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