Large Language Models and The End of Programming

Speaker: Matt Welsh , Fixie.ai

Date: Tuesday, October 24, 2023

Time: 4:00 PM to 5:00 PM Note: all times are in the Eastern Time Zone

Public: Yes

Location: 32-D463 (Star)

Event Type: Seminar

Room Description:

Host: Samuel Madden, CSAIL MIT

Contact: Samuel Madden, 617-306-0478, madden@csail.mit.edu

Relevant URL: https://mit.zoom.us/j/94376256720?pwd=MUVmUEMrVnNNNEloR09EOHBIejV0QT09

Speaker URL: https://www.mdw.la

Speaker Photo:
None

Reminders to:

Reminder Subject: TALK: Large Language Models and The End of Programming

The field of Computer Science is headed for a major upheaval with the rise of large AI models, such as ChatGPT, that are capable of performing general-purpose reasoning and problem solving. We are headed for a future in which it will no longer be necessary to write computer programs. Rather, I believe that most software will eventually be replaced by AI models that, given an appropriate description of a task, will directly execute that task, without requiring the creation or maintenance of conventional software. In effect, large language models act as a virtual machine that is “programmed” in natural language.

This talk will explore the implications of this prediction, drawing on recent research into the cognitive and task execution capabilities of large language models.

Bio:

Matt Welsh is Co-founder and Chief Architect of Fixie.ai, a Seattle-based startup developing a new computational platform with AI at the core. He was previously head of engineering at OctoML, a software engineer at Apple and Xnor.ai, engineering director at Google, and a Professor of Computer Science at Harvard University. He holds a PhD from UC Berkeley.

Zoom link: https://mit.zoom.us/j/94376256720?pwd=MUVmUEMrVnNNNEloR09EOHBIejV0QT09

Research Areas:
AI & Machine Learning, Systems & Networking

Impact Areas:
Big Data, Education

This event is not part of a series.

Created by Samuel Madden Email at Sunday, October 22, 2023 at 8:54 AM.