Recorded Jan 16th 2026. Exponential demand growth and AI mean the 2026 conversation is shifting from simply ‘power and data centres' to who can actually build what and when, as clean, reliable electrons grow scarce.

We track this shift through the week’s deal headlines, which show how electricity constraint propagates upward from rack-level efficiency and inference per MW, to securing alternative compute architectures, vertically integrating generation ownership, procuring firm nuclear & geothermal power, and ultimately orchestrating an increasingly complex grid.

Incremental efficiency gains still matter, but as grid constraints tighten, the system increasingly needs technologies that materially change power requirements, deployment flexibility, operating envelopes, and siting options.

1. Groq’s $20 billion non-exclu ...