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.

Interpretable models

Steerling-8B: The First Inherently Interpretable Language Model

February 23, 2026

Understand which part of the prompt is responsible for the output.

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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

Tectonic VenturesInitializedLombardstreet VenturesPioneerY CombinatorE14
Tectonic VenturesInitializedLombardstreet VenturesPioneerY CombinatorE14

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