AI Scientist
AI Summary
An AI Scientist builds and improves core algorithms for a self-improving reasoning engine, focusing on data-efficient methods to make LLMs reason better and extract hidden knowledge for reliable answers.
About this role
As an AI Scientist, you will propose, explore and hands-on build the core algorithms for our self-improving reasoning engine. You will push the frontier on the data-efficient methods that allow our system to learn how to reason – how to probe LLMs, extract their hidden knowledge, and synthesize fragments into reliable, complex answers.
You are a good fit if you:
Have a deep, first-principles understanding of LLM reasoning, failure modes, and understand their “quirks” through experience.
Are an expert in ML algorithm design, search, or optimization, and know the limitations of common LLM-training methods.
Excel at designing novel, data-efficient methods for discovering optimal, task-specific reasoning strategies.
Are passionate about designing the core self-improvement loops that allow a system to learn from the problems it solves to get better at the next one, autonomously.
Have a strong publication record and thrive bringing crazy ideas to fruition.
