Exploring Nuclear Power to Meet AI’s Growing Energy Needs

By Dov Hertz

Artificial intelligence (AI) is transforming industries at an unprecedented pace, driving demand for computing power to new heights. This surge in computational needs brings a corresponding spike in energy consumption, creating a pressing challenge for data centers and AI-focused enterprises: how to sustainably meet escalating power demands. For industrial real estate developers, the issue is equally critical, as energy availability and sustainability increasingly influence site selection, infrastructure planning, and long-term investment viability. A new report from JLL (“Is nuclear a viable power solution for data centers?) offers some interesting insights into whether nuclear power is emerging as a potential solution. 

The AI Power Problem

AI training models, especially those supporting large language models and machine learning algorithms, require immense computational resources, according to the report.  The power consumption of AI workloads is many times higher than that of traditional data processing tasks. Data centers, the backbone of AI infrastructure, are already responsible for approximately 1% of global electricity usage, and this number is expected to rise as AI adoption accelerates.

Energy efficiency measures alone cannot bridge the gap between supply and demand. Renewable energy sources like wind and solar, while essential for decarbonization, face challenges such as intermittency and land-use constraints, according to JLL. In this context, nuclear power’s consistent and high-capacity output offers a compelling alternative.

Why Nuclear Power?

Nuclear power provides several advantages that align with the operational and sustainability goals of modern data centers:

  • High Energy Density:
    Nuclear energy offers an unparalleled energy density compared to fossil fuels or renewables. A single nuclear power plant can generate gigawatts of electricity, sufficient to power multiple data centers or entire regions.
  • Reliability:
    Unlike renewables, which depend on weather conditions, nuclear plants provide a steady energy output 24/7. This reliability is critical for AI operations, where downtime or fluctuations can lead to costly disruptions.
  • Low Carbon Footprint:
    Nuclear energy produces near-zero greenhouse gas emissions during operation, making it an attractive option for companies with ambitious net-zero commitments.
  • Compact Footprint:
    Nuclear facilities require significantly less land compared to solar or wind farms with equivalent output, an important consideration for urbanized areas hosting data centers.

Challenges to Adoption

Despite these advantages, nuclear power is not without its challenges, as JLL points out:

  • Cost and Financing:
    Building a nuclear power plant is capital-intensive, with costs running into billions of dollars. While small modular reactors (SMRs) promise lower upfront costs, their widespread deployment remains years away.
  • Public Perception and Safety Concerns:
    High-profile incidents like Chernobyl and Fukushima have left a legacy of public apprehension about nuclear energy. Overcoming this skepticism requires robust safety measures and transparent communication.
  • Regulatory Hurdles:
    The regulatory landscape for nuclear energy is complex and varies by region. Lengthy approval processes can delay projects, creating uncertainty for potential adopters.
  • Nuclear Waste Management:
    Handling and disposing of nuclear waste remain significant concerns. While technological advancements have improved waste management, the long-term environmental impact requires careful consideration.

Emerging Trends and Innovations

Several trends, highlighted in JLL’s analysis, are making nuclear power more feasible and attractive for data centers and AI operations:

  • Small Modular Reactors (SMRs):
    SMRs are designed to be safer, more scalable, and cost-effective than traditional nuclear reactors. These smaller units can be deployed closer to urban centers, reducing transmission losses and aligning with data center locations.
  • Advanced Reactor Designs:
    Innovations such as molten salt reactors and fast breeder reactors promise higher efficiency, reduced waste, and enhanced safety.
  • Microgrids and On-Site Generation:
    Pairing nuclear power with microgrids allows data centers to achieve energy independence and resilience. On-site generation using SMRs could make this model a reality.
  • Government Incentives and Policies:
    Governments worldwide are revisiting nuclear energy policies to promote its adoption as a clean energy source. Financial incentives, streamlined regulations, and public-private partnerships could accelerate deployment.

Business Implications for Data Centers

For data center operators and AI companies, integrating nuclear power into their energy strategies presents several opportunities:

  • Energy Security:
    Nuclear energy can provide a stable and predictable power supply, mitigating risks associated with grid dependency.
  • Sustainability Goals:
    Companies can leverage nuclear power to meet renewable energy targets and enhance their ESG (environmental, social, and governance) performance.
  • Cost Optimization:
    While nuclear energy involves high initial costs, its long-term operational costs are competitive, especially when scaled across multiple facilities.
  • Brand Differentiation:
    Early adopters of nuclear power can position themselves as pioneers in sustainable AI, enhancing brand reputation and customer trust.

The growing energy demands of AI and data centers require innovative and scalable solutions. While nuclear power presents challenges, its potential to deliver reliable, low-carbon energy at scale makes it a promising candidate. With advancements in reactor technology, supportive policies, and public-private collaboration, nuclear energy could become a cornerstone of AI’s sustainable future.

As we explore the next chapter of AI-driven innovation, it is clear that meeting its energy needs sustainably will be as critical as the breakthroughs it enables. Nuclear power, with its unique advantages, deserves serious consideration in this equation.