Celestial AI is tackling the challenges of memory capacity and data management for large language models with their innovative photonic fabric technology. This advancement enables faster and more efficient data transfer directly within the silicon die, significantly reducing latency issues. With backing from major tech companies like Broadcom, prototypes are set to be ready for customers within the next 18 months, addressing the growing demands of data centers.