THE GRID
SECTION 13
ISSUE 001
Carbon-Aware Inference Contracts
Projection: large AI buyers will specify energy, carbon, water, and latency envelopes per workload, allowing nonurgent inference to move across time and location. Contracts should report marginal impacts, not annual averages, and prohibit shifting environmental burdens to communities with weak bargaining power.
Why this idea is here
What the evidence establishes.
The IEA analyzes AI's electricity footprint, projected supply sources, and effects on energy security, emissions, innovation, and affordability; the UN panel includes environmental impacts and global distribution in its evidence agenda. Flexible workload contracts are the labeled projection, not a current IEA finding.
Source ledger
Read the sources.
- S01Energy and AI
IEA report / published 2025-04-10 / retrieved 2026-07-09
- S02Preliminary Report of the Independent International Scientific Panel on AI
UN scientific report / published 2026-07-01 / retrieved 2026-07-09