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Greg Osuri: AI Training Is Headed for a Power Crunch—Are Miners Ready?

Greg Osuri: AI Training Is Headed for a Power Crunch—Are Miners Ready?

Data centers might soon compete with your living room for electricity — and crypto could be the first market to price that risk. Greg Osuri, CEO of Akash Network, warns that by 2026 as many as 40% of AI data centers could face power shortages, pushing grids to choose between household demand and AI workloads. If energy becomes the bottleneck for AI growth, decentralized compute and storage tokens may sit at the center of a new, power-driven market narrative.

What’s happening

Osuri is sounding the alarm across interviews and congressional testimony: the current US grid is not ready for AI-scale training demand, with potential blackouts as early as 2026. He argues that centralized clouds are energy-hungry and inflexible, and that distributed compute (like Akash) can spread load and improve efficiency. He also advocates for nuclear as a credible long-term solution, while noting regulatory bottlenecks could delay relief.

Why this matters to traders

If power constraints cap AI capacity, compute scarcity could reprice assets tied to decentralized compute, rendering, and storage. We’ve seen similar energy shocks before: early GPU mining waves distorted hardware markets and catalyzed crypto cycles. A repeat—this time via AI training—could push flows into networks that monetize compute efficiently and transparently.

Tokens to watch

Key catalysts to track

Actionable takeaway

Build a “power risk” watchlist and trade the narrative, not the headline. Pair network usage data with energy policy signals to time entries around volatility instead of chasing spikes. Specifically:

Risks to manage

Bottom line

If energy becomes the choke point for AI, crypto’s decentralized infrastructure plays could see outsized attention. The edge goes to traders who connect grid constraints, policy cues, and on-chain utilization—before price does.

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