My vision for the research lab is the following:
- A bunch of phds in a room: create a good working environment, optimize for research output & runway.
- Take the "bitter lesson" seriously: most of the successes in modern machine learning are due to deep learning and the ability to leverage vasts amounts of compute and data.
I want to study how DL/LLM models reason, using ARC as a benchmark (https://arcprize.org/, https://arxiv.org/abs/1911.01547). Techniques I want to investigate include test time compute, active inference, meta-learning, self-play, or any technique that would be considered "system 2".With that in mind, today I'm looking for the following role:
- ML research engineer
Compensation will include flexible options scheme based on results.
Interest and knowhow in the following is a plus: Deep learning, transformer models, reasoning, world models, learning-to-learn, mechinterp, bayesian methods, probabilistic programming.I will mostly consider candidates having an EU passport for visa reasons.
To apply, email me at not_a_cat at fastmail dot com.