Fast · Cheap · Good — diffusion language models for real-world deployment.
Partnership
One unified diffusion architecture drives vision, thought, and action together — moving beyond stitched-together VLA stacks.
Parallel generation means near-instant responses, and low cost makes deployment at scale genuinely viable.
Ultra-low first-token latency and highly parallel throughput — natural conversation no longer trades intelligence for latency.
Diffusion's bidirectional parallelism is a natural fit for structured documents — underwriting forms and audit workpapers come out in one pass, globally consistent.
Contact
Partnerships / POC / Strategy