AutoTrust AI Lab

AutoTrust AI Lab is a frontier lab of 10 researchers building large-scale, long-horizon agentic models — and the training and inference systems to run them.

We're exploring recursive self-improvement: how AI learns from real experience, and how diverse model populations collaborate to elevate overall system intelligence. Our agents are built to compress the scientific research loop and accelerate discovery at scale.

PaperGuru is our flagship AI research agent for serious academic work — handling the full workflow from literature synthesis and methodology through experiment execution, analysis, and writing to top-venue standard. It scored 66.05% on OpenAI's PaperBench, a benchmark for autonomous reproduction of cutting-edge ML research, and has already contributed to 20+ acceptances at peer-reviewed top-tier venues. A stronger result — 96% on PaperBench — is being finalized ahead of release.

ScienceGuru — our AI-native platform for the full scientific process, launching July 2026.