●builderYou can deploy a highly capable 9B dense model directly to mobile devices.
●researcherThis demonstrates a scalable end-to-end self-improvement loop using task-specific scaffolds.
●founderThe parity between open-source MoE architectures and Claude Opus suggests diminishing advantages for proprietary models in coding and reasoning.