Environments Are the New Data: Building, Verifying, and Training Agents (EXPO)
- Mohamed Elfeki — Head of Applied ML
Sunday, December 6 • 6 PM – 7 PM AEDT • Darling Harbour Theatre
Scale builds the data, environments, and benchmarks that frontier labs use to train and measure their models. Meet us in Sydney, December 8–10. Visit Booth #71 to talk with our team and see our latest research.
![[NeurIPS 2026 hero image alt]](/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F50zba0eo%2Fproduction%2F06bc2a3509f31c8d0c42a79fc52dd198aadaf8bb-2944x1216.png&w=3840&q=100)
Sunday, December 6 • 6 PM – 7 PM AEDT • Darling Harbour Theatre
Dec 7, 2026
Dec 7, 2026
Dec 8, 2026
Dec 8, 2026
Dec 9, 2026
Dec 9, 2026
Dec 10, 2026
The open problems our research team is working on, from how we measure models to how they act in the world.

Personal context, memory, and privacy
Capability, safety, and evaluation reliability
Scientific reasoning and discovery
Perception and action in the physical world
Scale Labs advances AI through research.
Our research focuses on agents, post-training, reasoning, safety, evaluation, and alignment, and the science of data. Explore our NeurIPS 2026 papers here.
