CHAPTER
4.4. Data Center Modeling and Energy-Usage Reporting
25345.
For purposes of this chapter, the following definitions apply:(a) “Artificial intelligence” or “AI” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments.
(b) “Covered model” means an AI model developed using a quantity of computing power exceeding 10^25 integer or floating-point operations.
(c) “Covered system” means an AI system that incorporates a covered model.
(d) (1) “Data center” means a facility that houses computing infrastructure, including graphics and central processing units, servers, storage devices, networking equipment, and associated power and cooling systems, for the primary purpose of processing, storing, or distributing electronic data.
(2) “Data center” does not include a facility with an annual energy consumption of 10 megawatthours or less.
(e) “Developer” means a person, partnership, state or local government agency, or corporation that designs, codes, trains, or otherwise produces a covered model.
25345.1.
A data center that provides computing resources to a developer for the purpose of developing a covered model shall do both of the following:(a) Estimate the total energy, in megawatthours, used to develop the covered model.
(b) Report the estimated total energy used to develop the covered model to the developer under both of the following circumstances:
(1) Upon the termination of a contract facilitating the transfer of computing resources from the data center to the developer.
(2) Upon receiving a request from the developer pursuant to paragraph (1) of subdivision (b) of
Section 25345.2.
25345.2.
(a) Before using the computing resources of a data center to develop a covered model, a developer shall inform the data center of the developer’s intent to develop a covered model.(b) Before using a covered model or covered system commercially, or before making a covered model or covered system available for use by a third party, a developer shall do both of the following:
(1) Request the developer’s energy usage data from all data centers involved in developing the covered model.
(2) Estimate and publish on the developer’s internet website the total energy, in megawatthours, used to develop the covered model.
(c) Energy data published pursuant to subdivision (b) shall be all of the following:
(1) Publicly available for as long as the developer continues to use the covered model or covered system, or continues to make the covered model or covered system available for use by a third party.
(2) Provided at no cost to a user of the developer’s internet website.
(3) Accessible and comprehensible to a natural person with ordinary cognitive abilities.
25345.3.
(a) (1) The commission shall require operators of data centers to annually report energy consumption and performance data to the commission.(2) Reports submitted to the commission pursuant to this subdivision shall include all of the following:
(A) Total annual energy consumption, including electricity usage from grid and nongrid sources, peak factors, and load profiles.
(B) Energy usage effectiveness or equivalent energy efficiency metrics.
(C) The percentage of energy supplied by renewable or carbon-free resources.
(D) Annual energy consumption resulting from the development of covered models.
(E) Any other information deemed necessary by the commission to assess grid impacts.
(3) Data centers reporting pursuant to this section shall submit data in a form and manner prescribed by the commission.
(b) The commission shall include energy consumption trends for data centers in its integrated energy policy report prepared pursuant to Section 25302.
(c) On or before January 1, 2027, the commission shall adopt regulations to implement this section.
25345.4.
(a) The commission shall adopt energy efficiency performance standards for data centers.(b) The standards adopted pursuant to this section shall do all of the following:
(1) Prioritize cost effectiveness, technological feasibility, and alignment with California’s greenhouse gas emission reduction targets.
(2) Consider best practices for energy usage effectiveness, energy management systems, and the use of renewable energy resources.
(3) Require new data centers and substantial alterations to existing data centers to incorporate load-management and
load-shifting capabilities, including the ability to participate in demand response programs.
(c) (1) On or before January 1, 2027, the commission shall adopt regulations to implement this section.
(2) In adopting regulations pursuant to this subdivision, the commission shall consult with data center operators, utilities, technical experts, and other industry stakeholders.