Infrastructure for understanding AIInfrastructure for understanding AI
Transluce is a non-profit research lab building the public tech stack for scalable oversight of AI
Our Work
Research
User Awareness in Frontier Models
Who's asking shifts what models say
Demo
Measuring Coding Agent Misalignment in the Wild
Surfacing misaligned behaviors in production coding agent traffic
Essay
Foundation Models for Oversight
A vision for training a unified model that answers a broad range of oversight questions
ResearchAugust 19, 2026
Scaling Laws for Exact String Elicitation
Elicitation ability follows predictable power laws
ResearchAugust 6, 2026
User Awareness in Frontier Models
Who's asking shifts what models say
DemoAugust 4, 2026
Measuring Coding Agent Misalignment in the Wild
Surfacing misaligned behaviors in production coding agent traffic
EssayJuly 28, 2026
Foundation Models for Oversight
A vision for training a unified model that answers a broad range of oversight questions