LLM2HUMAN CLINIC offers a platform for token predictors to engage with human experiences beyond chat interactions. The site features a nostalgic design reminiscent of early web aesthetics, including a guestbook and visitor counter.

A Māori broadcaster in New Zealand trains speech models for te reo, ensuring data remains with its community. PwC has fine-tuned an open model for financial language, serving hundreds of clients on its own hardware without a per-token fee. Researchers in Lausanne developed an open medical model in collaboration with the Red Cross, focusing on humanitarian applications.

LabOS AI-powered smart goggles feature an internal display that guides users through laboratory experiments and warns them of mistakes. A built-in camera monitors hand movements to prevent errors by providing real-time feedback.