Recent Advancement of Financial Machine Learning with an Emphasis on Large Language Models

During the CAIA InfoSeries Webcast speakers Nino Antulov-Fantulin, aisot's Head of R&D & Co-Founder, and AI & Quant Advisor Petter Kolm provided an overview of recent ML advancements like large language models, transformers, physics-informed neural networks, graph neural networks, and their impact on decision-making, data-driven analysis, and time series forecasting in finance.

Topics Nino and Petter covered include:

• Applications for large language models (LLMs) in investment management
• Key fundamentals of LLMs, including an in-depth exploration of GPT-2, compact enough to run on your laptop
• Illustrative trading examples and other use-cases of LLMs
• Considerations and limitations associated with LLMs