Interpretable and Auditable AI Systems
Interpretable and Auditable AI Systems
We are building a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand.
Steerling-8B: The First Inherently Interpretable Language Model
February 23, 2026
Understand which part of the prompt is responsible for the output.
About Our Team
20+
YEARS OF EXPERIENCE
on interpretable machine learning with PhDs from MIT, UMD, & MILA.
24+
RESEARCH PAPERS
on interpretability published at top ML conferences
Developed the first
interpretable generative diffusion model & LLM
Backed by leading investors