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Are AI data centers driving a fossil fuel comeback?

Plus: Consumer AI is still early, but spending is accelerating

Yaro Celis

Apr 3

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Tech companies are scrambling for energy to power increasingly compute-heavy data centers, and fossil fuels are re-emerging as a near-term solution. Demand for both energy and computing is surging, driven by the rapid rise of consumer AI. On the demand side, monetization is finally catching up; users are moving beyond free tiers, with a growing share paying $20+ per month for access to top models. Let’s dive in. Stay focused.

Consumer AI is still early, but spending is accelerating
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Are AI data centers driving a fossil fuel comeback?
📚Learning Corner - AI Energy Infrastructure

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Indie Pass, a new subscription service just for indie games, launches on April 13th with more than 70 games for $6.99 per month.

Consumer AI adoption is high, but monetization is just starting. Only 3% of households pay for AI services, despite ~40% YoY growth in paying users since Feb 2024.

Spending depth is improving:

40%+ of paying users now spend >$20/month.
Higher-spend tiers are gaining share, signaling a stronger willingness to pay.

Demographics are driving the shift:

Gen Z and younger Millennials increased AI spend by ~54% YoY.
Even then, only ~5% of Gen Z households pay for AI.

Consumer AI is still under-monetized with massive headroom. Usage is widespread, but conversion is low, creating a long runway for subscription expansion and premium tiers.

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AI Top 20 Tools Playbook 2026 - 20 Essential Tools for Small Business
The 20 essential AI tools for small businesses in 2026, curated and written by our team. Just honest, opinionated takes on the tools that actually move the needle.

Are AI data centers driving a fossil fuel comeback?

A Google-backed data center in Texas highlights a growing shift taking place where AI infrastructure is increasingly powered by natural gas.

The data:

Planned gas plant emissions: 4.5M tons CO₂/year (≈ 970K cars)
>10x higher than a typical gas plant; exceeds average coal plant emissions
Site includes 900 MW gas + 265 MW wind

Why it’s happening:

AI demand is outpacing grid capacity
Data centers are turning to “behind-the-meter” power (on-site energy) for speed
Nearly 100 GW of gas capacity is now in development in the U.S. just for data centers

Industry trend:

Projects like OpenAI–Oracle could emit 14M tons/year
Microsoft signed deals for 2.5 GW of gas-powered capacity
Big Tech emissions have risen ~50% in 5 years, despite climate commitments

AI growth is now directly tied to energy infrastructure. Natural gas is emerging as a short-term bottleneck solution, creating opportunities in energy, but also long-term regulatory and ESG risk.

📚Learning Corner

AI Energy Infrastructure - Research from Global Energy Monitor (tracks the 100 GW gas buildout). The next AI winners need to build models and control distribution (consumer apps) or compute + energy (infrastructure layer).

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