Euler research library

Proof you can pick up and inspect.

Methods, audits, and benchmarks from the work behind Euler. Each piece shows what was measured, what changed, and where the evidence lives.

Raw In, Training-Ready Out

Robot and human data, before and after training: every input Euler reads, the layers it produces, what each one trains, and how well it holds up.

Five signal families, four honest verdicts, a pinned policy, and an anonymous 14-recording pilot with 392 inspectable assessments.

Public ground truth, a benchmark-adopted detector, mask-backed evidence, and a reviewable track-and-subtask timeline.

Readiness, zero-shot annotation, cross-embodiment curation, and hybrid retrieval measured end to end on real robot data.

Browse the evidenceLatest first, scroll right for older