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AI’s Gigawatt Energy Race

4/28/2026, 12:44:15 AM

AI’s Gigawatt Energy Race

The surge in large-language-model training has turned electricity into a strategic asset. Google, Meta, OpenAI and Anthropic are racing for gigawatt-scale power contracts, often touting projects critics label “bragawatts.” Waldemar Szlezak of KKR warns investors to scrutinize such claims against the grid’s real capacity.

Meta’s Space-Solar and Ultra-Long-Duration Storage Deal

In April 2026 Meta secured a long-term reservation for up to 1 GW of orbital solar power from Overview Energy and up to 1 GW/100 GWh of ultra-long-duration storage from Noon Energy, with a 25 MW/2.5 GWh pilot slated for 2028. The company already holds >30 GW of clean-energy contracts—including 7.7 GW of nuclear—and its data centers used more than 18,000 GWh in 2024.

Asia’s Gigawatt-Scale AI Campus Trend

Deloitte projects the Asia-Pacific AI data-center market to reach $174.81 billion by 2030 and to grow at a 9.3% CAGR, driven by gigawatt-scale campuses that integrate on-site generation, storage and grid-interactive controls. Notable projects include Google’s $15 billion Visakhapatnam hub and Microsoft’s AUD 25 billion Australian expansion, financed by sovereign-wealth funds, infrastructure REITs, telecom operators and energy firms.

Official Statements & Responses

Meta’s release frames the deals as essential to “advancing AI at the speed and scale we’re working toward,” calling space-solar “a transformative step forward” and ultra-long-duration storage “provides grid resilience.” KKR’s Waldemar Szlezak cautions investors to look past hype and assess real grid limits.

Criticism & Opposition

Analysts dismiss many announced capacities as “bragawatts,” noting that gigawatt-class renewable or orbital solar projects outpace grid-upgrade cycles. SQ Magazine flags satellite longevity, beam safety and cost competitiveness as unresolved challenges.

Conflicting Reports & Gaps

Meta’s briefing says commercial orbital power could start “as early as 2030,” while SQ Magazine describes rollout “by the end of the decade” after a 2028 test, leaving launch window ambiguous. No cost data have been released for solar or storage contracts.

Verbatim Quotes

“Nat Sahlstrom, Meta’s vice president of energy and sustainability, said: “ Space solar technology represents a transformative step forward by leveraging existing terrestrial infrastructure to deliver new, uninterrupted energy from orbit.” — Nat Sahlstrom, Vice President of Energy and Sustainability, Meta

“To capitalize on the growth in AI workload, investors should focus on more advanced data center assets,” — Tom Fillmore, Executive Director, Data Centers, Capital Markets, Asia Pacific, CBRE

“Investment and collaboration of this scale around digital infrastructure, digital skills, and digital security will help drive the integration, adoption, and innovation of AI to deliver national benefit.” — Lucinda Longcroft, Interim CEO, Director of Policy and Government Affairs, Tech Council of Australia

“The rapid growth of AI inference is driving demand for new data center infrastructure designed for large-scale deployments.” — Eddie Ramirez, Vice President of Go-to-Market, Cloud AI Business Unit, Arm

What’s Next

Meta aims to complete its orbital demonstration and Noon Energy pilot in 2028, with commercial space-solar delivery targeted for 2030. Asian gigawatt campuses such as Google’s Visakhapatnam hub and Microsoft’s Australian expansion are slated for early-2030 completion, while multi-partner financing structures continue to evolve.