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Why TeraWulf, IREN, and Other Data Center Stocks Jumped Today

Artificial IntelligenceTechnology & InnovationCompany FundamentalsCorporate Guidance & OutlookBanking & Liquidity

TeraWulf surged on a 20-year, 401MW computing-capacity lease with Anthropic, targeting $19B in contracted revenue, with the project ramping to full capacity by early 2028. Separately, IREN was reported to be a candidate for Anthropic’s potential Australia deal seeking up to 1.4GW (up to $15B), and an analyst upgrade lifted IREN from hold to buy with a $58 price target. Overall, the news signals large incremental AI infrastructure demand and improved long-duration revenue outlook for both stocks.

Analysis

This is less a one-day stock story than a financing signal: contracted AI load is starting to look like an infrastructure annuity, which should compress the perceived cash-flow risk premium for the handful of operators that can actually deliver power on time. The real beneficiary is the name with signed paper and the cleanest path to project finance; that can pull forward a rerating from optionality to utility-like valuation, while also lifting adjacent power and cooling vendors that monetize capex rather than long-dated equity narratives.

The market may be overcapitalizing the headline revenue. 2027-28 ramp timing means near-term earnings remain mostly noise, and the equity value still depends on power cost certainty, buildout discipline, and whether the customer has meaningful off-ramps. If the financing package is debt-heavy or the IRR compresses, the upside to common equity could be much smaller than the gross contract value suggests.

Contrarian angle: scarcity is real, but it is also reproducible. If utilities, transmission owners, and other hosted-compute providers can add capacity faster than expected, the premium attached to "AI landlord" names can fade even while AI demand stays strong. The biggest false signal would be a series of headline deals without corresponding margin disclosure or balance-sheet improvement.

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