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Can Light-Connected AI Enable Bigger Brains?

28 Jul 2026

Can Light-Connected AI Enable Bigger Brains?

Our founder, Jeff Shainline, sat down with Sunny Bains' Brains and Machines podcast to talk through the physics behind Great Sky's superconducting neural networks — from Josephson junctions and single-photon detectors to why operating at 4 Kelvin is a feature, not a drawback.

The conversation covers the fundamentals of our hardware platform, how we're scaling from thousand-parameter chips toward wafer-scale systems, and why we believe optical communication at the single-photon level is the only path to truly brain-scale computing. Jeff also shares projections on cost and energy efficiency for large language models and video analysis, and previews the physical limits that shape everything we're building toward.

Listen to the full episode here.