Background: This move reflects the industry's growing willingness to transform AI data centers from huge consumers of electricity to more active participants in the grid to cope with the surging demand for electricity from artificial intelligence.

News-Driven: Companies including AES, Constellation, NextEra Energy, Invenergy and Vistra plan to collaborate on energy and infrastructure solutions to support so-called "flexible AI plants".

How it works: The design combines NVIDIA's new reference architecture with Emerald AI software that adjusts the computational load according to grid conditions. These facilities can increase or decrease electricity consumption when the grid is tight, similar to demand response projects, rather than maintaining a constant full load operation.

On-the-spot disclosure: Emerald AI CEO Varun Sivaram previewed the proposal at a dinner hosted by Axios on Sunday, during the CERAWeek Energy Conference, which opens Monday in Houston.

Sivaram said: "Next-generation data centers, even if they have on-site power generation capacity, should give back to the grid and the community to help maintain reasonable electricity prices and ensure grid reliability."

However, it is worth noting that the announcement lacks specific project commitments or timetables, indicating that the current effort is more of a cooperative framework than a construction plan.

Industry news: Other participants at Sunday's Axios dinner said that with data center power demand soaring, the construction of on-site power generation facilities-often referred to as "behind-the-table generation" (referring to models that primarily power the facility itself)-is seen as increasingly critical.

Will Jordan, EQT's chief legal and policy officer, said: "'After-balance-sheet power' is not an option, it's an inevitable need."

Stay tuned: How the debate will unfold this week at the CERAWeek conference hosted by S & P Global. The conference is regarded as the most influential energy event in the world.