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ECO.10:11 - SoTA-Echoing

Brockway and colleagues (2021) compares evidence and modeling approaches for economy-wide energy rebound; its estimates are not transferable constants. The FAccT 2025 analysis of AI rebound makes contemporary AI mechanisms and attribution limits explicit.

This pattern adopts mechanism and boundary analysis, then uses only the detail needed by the receiving choice. Fixed-output engineering calculation remains the right rival for a fixed-output question. A broad macroeconomic model is useful when its additional responses can change the decision and its assumptions fit; it is not a prerequisite for the simple threshold. Reopen when performance, demand, access, prices or the resource boundary changes.