Lamb Labs develops full-stack AI inference technology, including software, FPGA accelerators, and custom silicon that keep model weights on-chip to reduce memory-bandwidth bottlenecks. Its stated target is 20,000+ tokens per second and 63× higher intelligence per watt than current AI accelerators.