Engineering

  • Latest Insights

    Mike Schuster on stage for AI in Finance DFI talk

    AI Core Team Lead Mike Schuster on How to Get the Most From LLMs

    At Columbia Business School’s Digital Future Initiative, Mike Schuster, Head of the AI Core Team at Two Sigma, emphasized the enduring importance of programming skills, the necessity of human expertise in AI integration, and the need for a realistic understanding of LLMs beyond the buzz.

    Insights by Two Sigma
    February 4, 2025

  • Featured Article

    A Guide to Large Language Model Abstractions

    The authors map the landscape of frameworks for abstracting interactions with and between large language models, and suggest two systems of organization for reasoning about the various approaches to, and philosophies of, LLM abstraction.

    Insights by Peter Yong Zhong (Carnegie Mellon), Haoze He (Carnegie Mellon), Omar Khattab (Stanford), Christopher Potts (Stanford), Matei Zaharia (Berkeley), Heather Miller (Two Sigma, Carnegie Mellon)
    January 16, 2024
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    Hypothesizing is nice, but gathering evidence is better.