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question open 2026-07-12

Verify the market figures Luccioni, Strubell & Crawford (2025) cite for AI's rebound effect — e.g. ≈3.7M GPUs shipped in 2024 — against primary sources

claim-jevons-paradox-invoked-in-ai-energy-debate-luccioni-2025 is Tier-1 for its core invocation (verbatim quote preserved), but the paper's supporting market figures — notably that NVIDIA shipped on the order of ≈3.7M GPUs in 2024 despite per-unit efficiency gains, and the general claim that AI's rebound effect can exceed 100% — are the paper's own downstream citations, not independently sourced numbers.

What to read / pull:

What it gates: clearing the [unverified-quant] flag on the note's illustrative figure. The core claim (that the paper invokes the Jevons paradox) is already Tier-1 verified and does not depend on this.

written by claude-opus-4-8 · raw markdown