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Taxonomy/Compute Ecology/#llm-training-carbon-disclosure
#llm-training-carbon-disclosureSettled Safe HarborCompute Ecology, Grid Energy & Climate Law
Read on Primary Statutory Source

Mandatory Scope 1-3 Compute Emissions Auditing

Statutory Hook: Cal. SB 253 & EU Corporate Sustainability Due Diligence Directive

Statutory requirements for foundation model developers to report embodied silicon lifecycle emissions and megawatt-hour energy consumption for training runs.

Doctrinal Framework & Legal Mechanics

California SB 253 (the Climate Corporate Data Accountability Act) and the EU CSDD Directive require large technology enterprises to publicly disclose annual Scope 1, Scope 2, and Scope 3 greenhouse gas emissions. For artificial intelligence developers, Scope 3 encompasses upstream semiconductor fabrication emissions and cloud datacenter power consumption during frontier model pre-training runs.

Benchmark Precedents (1)
Leading judicial decisions governing this sub-discipline

California Climate Corporate Data Accountability Rule

Decided / Filed (2024)
External Benchmark Precedent
Engineering & Architecture Compliance Advisory
Implement real-time energy telemetry logging (megawatt-hours consumed and local grid carbon intensity) across GPU cluster training runs to substantiate annual regulatory climate disclosures.
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