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AI, Mining Information: GPU Gold Rush: Why Bitcoin Miners Are Powering AI’s Enlargement

When Core Scientific signed a $3.5 billion deal to host synthetic intelligence (AI) information facilities earlier this 12 months, it wasn’t chasing the following crypto token — it was chasing a steadier paycheck. As soon as identified for its huge fleets of bitcoin mining rigs, the corporate is now a part of a rising development: changing energy-intensive mining operations into high-performance AI services.

Bitcoin miners like Core, Hut 8 (HUT) and TeraWulf (WULF) are swapping ASIC machines — the devoted bitcoin mining laptop — for GPU clusters, pushed by the lure of AI’s explosive development and the cruel economics of crypto mining.

Energy play

It is no secret that bitcoin mining requires an intensive quantity of vitality, which is the most important value of minting a brand new digital asset.

Again within the 2021 bull run, when the Bitcoin community’s hashrate and problem have been low, miners have been making out like bandits with margins as a lot as 90%. Then got here the brutal crypto winter and the halving occasion, which slashed the mining reward in half. In 2025, with surging hashrate and vitality costs, miners at the moment are struggling to outlive with razor-thin margins.

Nonetheless, the necessity for energy—the most important enter value—turned a blessing in disguise for these miners, who wanted a distinct technique to diversify their income sources.

As a result of rising competitors for mining, the miners continued to acquire extra machines to remain afloat, and with it got here the necessity for extra megawatts of electrical energy at a less expensive value. Miners invested closely in securing these low-cost vitality sources, corresponding to hydroelectric or stranded pure gasoline websites, and developed experience in managing high-density cooling and electrical programs—abilities honed throughout the crypto increase of the early 2020s.

That is what captured the eye of AI and cloud computing companies. Whereas bitcoin depends on specialised ASICs, AI thrives on versatile GPUs like Nvidia’s H100 sequence, which require related high-power environments however for parallel processing duties in machine studying. As a substitute of constructing out information facilities from scratch, taking up mining infrastructure, which already has energy prepared, turned a quicker solution to develop an rising urge for food for AI-related infrastructure.

Primarily, these miners aren’t simply pivoting—they’re retrofitting.

The cooling programs, low-cost vitality contracts, and power-dense infrastructure they constructed throughout the crypto increase now serve a brand new goal: feeding the AI fashions of corporations like OpenAI and Google.

Corporations like Crusoe Vitality bought off mining property to focus solely on AI, deploying GPU clusters in distant, energy-rich places that mirror the decentralized ethos of crypto however now gas centralized AI hyperscalers.

Terraforming AI

Bitcoin mining has successfully “terraformed” the terrain for AI compute by constructing out scalable, power-efficient infrastructure that AI desperately wants.

As Nicholas Gregory, Board Director at Aromatic Prosperity, famous, “It may be argued bitcoin paved the best way for digital greenback funds as may be seen with USDT/Tether. It additionally appears like bitcoin terraformed information centres for AI/GPU compute.”

This pre-existing “terraforming” permits miners to retrofit services rapidly, usually in beneath a 12 months, in comparison with the multi-year timelines for conventional information middle builds. Corporations like Crusoe Vitality bought off mining property to focus solely on AI, deploying GPU clusters in distant, energy-rich places that mirror the decentralized ethos of crypto however now gas centralized AI hyperscalers.

Greater returns

In apply, it means miners can flip a facility in lower than a 12 months—far quicker than the multi-year timeline of a brand new information middle.

However AI isn’t an affordable improve.

Bitcoin mining setups are comparatively modest, with prices starting from $300,000 to $800,000 per megawatt (MW) excluding ASICs, permitting for fast scalability in response to market cycles. In the meantime, AI infrastructure calls for considerably larger capex because of the want for superior liquid cooling, redundant energy programs, and the GPUs themselves, which may value tens of hundreds per unit and face world provide shortages. Regardless of the steeper upfront prices, AI provides miners as much as 25 instances extra income per kilowatt-hour than bitcoin mining, making the pivot economically compelling amid rising vitality costs and declining crypto profitability.

A distinct segment business value billions

As AI continues to surge and crypto income tighten, bitcoin mining might develop into a distinct segment recreation—one reserved for energy-rich areas or extremely environment friendly gamers, particularly as the following in 2028 might render many operations unprofitable with out breakthroughs in effectivity or vitality prices.

Whereas projections present the worldwide crypto mining market rising to $3.3 billion by 2030, at a modest 6.9% CAGR, the billions can be overshadowed by AI’s exponential growth. In line with KBV Analysis, the worldwide AI in mining market is projected to succeed in $435.94 billion by 2032, increasing at a compound annual development fee (CAGR) of 40.6%.

With buyers already seeing greenback indicators on this shift, the broader development suggests the longer term is both a hybrid or a full conversion to AI, the place steady contracts with hyperscalers promise longevity over crypto’s boom-bust cycles.

This evolution not solely repurposes idle property but additionally underscores how yesterday’s crypto frontiers are forging tomorrow’s AI empires.

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