Liam Carroll

Liam Carroll Email and Phone Number

MSc Mathematics, Researcher in AI Safety @ Gradient Institute
act, australia
Liam Carroll's Location
Melbourne, Victoria, Australia, Australia
About Liam Carroll

Website: https://lemmykc.github.ioI am a mathematician, musician, and hiker who is still figuring out how to summarise my interests into one clean sentence. I recently completed a masters thesis studying the theory of deep learning (AI) in which I applied Singular Learning Theory to the question of why neural networks generalise as well as they do. Currently I am an independent researcher in the field of technical AI Safety. Prior to the Masters of Mathematics, I completed a Diploma of Music in Clarinet performance. I am deeply passionate about making Australian classical music more relevant and engaging for the audience it seeks to serve, by transforming what we play and how it is played - and I am also a keen conductor. After completing the masters in almost complete isolation during two years of lockdowns, I then went and became a hiking guide on the Overland Track for 18 months. Traversing the magical Tasmanian wilderness over 16 times was an immense privilege and will hold a special place in my hear forever more.

Liam Carroll's Current Company Details
Gradient Institute

Gradient Institute

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MSc Mathematics, Researcher in AI Safety
act, australia
Employees:
14
Liam Carroll Work Experience Details
  • Gradient Institute
    Researcher In Ai Safety
    Gradient Institute Jun 2024 - Present
    Melbourne, Victoria, Australia
    I am a researcher jointly funded by Timaeus and the Gradient Institute. The focus of my research is building tools for AI safety assurance based on Singular Learning Theory and Developmental Interpretability.
  • Timaeus
    Researcher In Ai Safety
    Timaeus Jun 2024 - Present
    Melbourne, Victoria, Australia
    I am a researcher jointly funded by Timaeus and the Gradient Institute. The focus of my research is building tools for AI safety assurance based on Singular Learning Theory and Developmental Interpretability.
  • Freelance
    Independent Ai Safety Researcher
    Freelance May 2023 - Jun 2024
    I research Singular Learning Theory and its applications to AI Safety. I have received grants from the Long Term Future Fund and Lightspeed Grants. I have written "Distilling Singular Learning Theory" on LessWrong: https://www.lesswrong.com/s/czrXjvCLsqGepybHCI have been a co-author on The Developmental Landscape of In-Context Learning:https://arxiv.org/abs/2402.02364
  • Arc Centre Of Excellence For Automated Decision-Making And Society
    Research Assistant
    Arc Centre Of Excellence For Automated Decision-Making And Society Sep 2023 - Feb 2024
    Melbourne, Victoria, Australia
    Working with Dr Jeffrey Chan and Dr Danula Hettiachchi, I produced a simulation of a music recommender environment using ChatGPT to model user behaviour. The code for this project, RecAgent-Music, can be found here: https://github.com/lemmykc/recagent-music .
  • Tasmanian Walking Company
    Lead Hiking Guide
    Tasmanian Walking Company Mar 2022 - May 2023
    Tasmania, Australia
    Leading groups through the Tasmanian wilderness on the Overland Track.
  • Resilient Youth Australia
    Data Scientist
    Resilient Youth Australia Mar 2019 - May 2023
    Melbourne, Victoria, Australia
    General work in statistical evaluations of surveys, including having developed a new statistical methodology for comparing classrooms of responses that extends the traditional difference-in-means approach.
  • University Of Melbourne
    Mathematics Tutor
    University Of Melbourne Feb 2021 - Mar 2022
    Melbourne, Victoria, Australia
    Was a classroom tutor (20 students) for MAST10005 Calculus 1 and MAST10006 Calculus 2, completed both in person and online.
  • Self-Employed
    Private Tutor
    Self-Employed Mar 2016 - Dec 2021
    Melbourne, Victoria, Australia
    Taught over 40 students in predominately mathematics and music. Have also taught music at several band camps for Gippsland Grammar School, St Leonard’s College, and the Combined Schools Music Festival.
  • University Of Melbourne
    Research Assistant
    University Of Melbourne Feb 2019 - Mar 2020
    Melbourne, Victoria, Australia
    Worked on the Traveling Salesman Component of MATILDA with Prof. Kate Smith-Miles.

Liam Carroll Education Details

Frequently Asked Questions about Liam Carroll

What company does Liam Carroll work for?

Liam Carroll works for Gradient Institute

What is Liam Carroll's role at the current company?

Liam Carroll's current role is MSc Mathematics, Researcher in AI Safety.

What schools did Liam Carroll attend?

Liam Carroll attended University Of Melbourne, University Of Melbourne, University Of Melbourne, St Leonard's College.

Who are Liam Carroll's colleagues?

Liam Carroll's colleagues are Tiberio Caetano, Alistair Reid, Anupama Jena, Simon O'callaghan, Yaya Lu.

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