Lawzero
Mathematical Scientist for AI Safety Research
Berlin; Montreal. Posted 5 months ago
The role
This researcher will explore new AI system architectures, theoretical frameworks, and safety mechanisms to find a blueprint for safe AGI. You will work with Yoshua Bengio to analyze formal requirements, prove probabilistic safety guarantees, and contribute to scientific papers.
What you will do
- Explore new AI system architectures, theoretical frameworks, and new safety mechanisms.
- Analyze and refine formal requirements for building and deploying Scientist AI.
- Prove probabilistic safety guarantees under finite data and compute constraints.
- Help research teams with empirical validation as the system matures.
- Analyze, evaluate and contribute to existing theoretical work.
- Write and disseminate scientific papers.
- Read research to stay up-to-date with AI safety and machine learning.
- Scrutinize and contribute to the broader research agenda to guide experiments.
- Share knowledge to help researchers and engineers design and implement ML algorithms and experiments.
Required qualifications
- A PhD in machine learning, computer science, mathematics, statistics, or an adjacent area relevant to the Scientist AI research program.
- A track record of research, especially in the formalization and fruitful technical analysis of subtle natural-language intuition.
- Strong interest in technical AI safety.
- Exceptional ability for abstract systems thinking.
- A deep understanding of the mathematical underpinnings commonly used in the design and analysis of probabilistic machine learning, especially for neural networks and language models.
- The perseverance to work through hard and ill-defined problems.
- Clear communications: the ability to articulate complex ideas verbally and in writing to both technical and non-technical audiences.
- The ability to work in a collaborative environment and contribute to collective research goals.
Nice to have
- The ability to regularly travel alongside Yoshua and team members to conferences
About the company
LawZero is a non-profit organization based in Montreal committed to advancing research and creating technical solutions that enable safe-by-design AI systems. Its scientific direction is based on new research and methods proposed by Professor Yoshua Bengio.