Bifrost AI

Bifrost CVE-2026-90898 enables unauthenticated command execution with management auth disabled; transports/v2.1.0 fixes the flaw.

We found that the most widely used LIBERO training datasets store images that are horizontally mirrored relative to the simulated scene. Here is the history, the impact, and how Manifold catches this class of bug.

The platform for accelerating robotics research with failure analysis that explains itself. A month of experiments in a week.

Place up to 5 cameras in a single world and capture every angle of the same moment in one render.

A framework for evaluating manipulation datasets, plus 12 of the best open-source datasets for training VLA models and manipulation policies.

A practical guide to VLA policy evaluation, covering LIBERO and RoboCasa, how many rollouts you actually need, and a reproducibility checklist for citable results.

Edit notebooks and dispatch render jobs without a GPU instance, pre-warm instances for when you need them, and share packaged datasets across your organization.

Our upgraded 3D engine unlocks progressive improvements in visual quality and render performance, starting with a more realistic weather system.

A framework for evaluating maritime datasets, plus 14 of the best open-source datasets for USV perception, obstacle detection, and ship classification, scored on ontology, diversity, and label quality.

Get instant answers about the Bifrost platform with the new AI assistant built into our docs.