edmxlabs operates four active research units spanning silicon, simulation, operations, and alignment — each instrumented to laboratory precision.
We co-optimize hardware and software for sparse, low-precision training. Our kernels target next-generation accelerators with topology-aware scheduling, squeezing maximum utilization from every transistor.
High-fidelity synthetic environments for embodied agents and scientific discovery. We generate, perturb, and validate millions of simulation rollouts with full lineage and reproducibility.
A hardened operations layer for serving, evaluating, and continuously fine-tuning frontier models. Speculative decoding, autoscaling, and live telemetry are first-class primitives.