Articles

AIxEnergy Articles deliver sharp, strategic analysis at the intersection of artificial intelligence and the energy system. From AI-driven electricity demand to grid-convergent infrastructure and institutional lag, each piece explores the deep logic of a world where cognition becomes capacity. Designed for founders, investors, grid operators, and policymakers, these articles are your signal layer for decoding the structural shift transforming energy, infrastructure, and governance.

Fine-Tuning AI for the Grid: How Industry-Specific LLMs Are Transforming Utilities

Utilities are adopting fine-tuned AI models trained on sector-specific data to avoid costly misinterpretations, integrate securely with grid systems, and deliver gains in reliability, efficiency, and decision-making that general-purpose LLMs cannot match.

How AI Workload Flexibility Is Shaping the Grid’s Future

AI-driven data centers are reshaping the grid, turning from static loads into flexible assets that support reliability and decarbonization. With Google leading the way, this shift demands new policies, pricing models, and equity safeguards to align digital growth with grid resilience.

AI-Powered Sustainability: A Strategic Roadmap for U.S. Corporate Leaders

AI has evolved from isolated sustainability pilots into a strategic, enterprise-wide engine—driven by regulation, investor demand, climate risk, and technological maturity—that is rapidly becoming essential for competitive advantage in corporate ESG performance.

Twenty-Five Companies Rewiring Power for the Compute Age

These 25 companies that span supply creation, grid intelligence, demand flexibility, and hyperscaler strategy are reengineering the global power system to match the unprecedented speed and scale of the AI era.