Inception creates the world’s fastest, most efficient AI models. Today’s autoregressive LLMs generate tokens sequentially, which makes them painfully slow and expensive. Inception’s diffusion-based LLMs (dLLMs) generate answers in parallel. They are up to 10X faster and more efficient, while deliver...
working directly with world-class researchers and founders. Deeply technical, research-driven culture focused on core model breakthroughs. High ownership, collaborative, mostly in-person in Palo Alto with healthy balance.
Inception creates the world’s fastest, most efficient AI models. Today’s autoregressive LLMs generate tokens sequentially, which makes them painfully slow and expensive. Inception’s diffusion-based LLMs (dLLMs) generate answers in parallel. They are up to 10X faster and more efficient, while delivering best-in-class quality. Inception pioneered the application of diffusion to language, launching the world’s first commercially available dLLM, Mercury, in early 2025, and is currently deploying large-scale diffusion LLMs at Fortune 500 companies. Diffusion is the technology behind today’s image and video AI, and Inception making it the standard for LLMs as well.
