Victoria has plans for 9 gigawatts of AI data centres — about four coal-fired power stations' worth of electricity. The industry's own estimate says roughly 0.7 will actually be running by 2030.
That gap, between what gets announced and what gets built, is the most useful thing you can learn about AI right now. In this video I use Melbourne's data centre boom to build a simple two-question test you can run on any AI headline: what's the pipeline number, and what's the shipping number?
No doom, no hype. Just how to read the gap.
Chapters
0:00 Nine gigawatts, mostly imaginary
0:49 The scary version
2:29 What's actually real: 9 → 2 → 0.7
3:19 The honest counter-case
5:19 The two-question test
Sources
Climate Council, Clouded future: Managing the risks of the data centre boom (Jun 2026) — Victorian pipeline, phantom demand, wholesale price impact
https://www.climatecouncil.org.au/what-does-the-data-centre-boom-mean-for-australias-switch-to-renewables/
RenewMap — Victorian data centre project tracker
https://renewmap.com.au/resources/projects/vic/datacentre/
Market operator connection queue data, Q1 2026 — via Certified Strategic
https://certifiedstrategic.com/insights/aemo-5-4gw-australian-data-centre-pipeline-june-2026
Parliament of Victoria — petition regarding the proposed Victorian AI Hub, Plumpton (Jun 2026)
https://www.parliament.vic.gov.au/get-involved/petitions/fully-assess-planning-decision-for-a-proposed-victorian-ai-hub/
Greater Western Water / VicWater — Melton recycled water connection, a Victorian first (Jul 2026)
https://vicwater.org.au/melton-plant-leads-the-way-with-first-recycled-water-connection-for-a-victorian-data-centre/
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#AI #DataCentres #Melbourne #Victoria #AIHype