THE GRID
SECTION 13
ISSUE 001
Energy-Per-Answer Labels
Projection: The IEA reports rapid AI-focused electricity growth; Qualcomm claims improving bandwidth per watt through near-memory and disaggregated inference designs. Services may publish energy-per-answer estimates for representative tasks. The label is useful only if measurement boundaries are comparable and route-level differences predict real consumption, rather than marketing-selected examples.
Why this idea is here
What the evidence establishes.
The IEA reports fast 2025 datacenter electricity growth, rising AI-focused load, and constraints in grids, transformers, turbines, and approvals; Qualcomm announces agentic CPUs, near-memory high-bandwidth compute, disaggregated inference, liquid-cooled racks, and claimed improvements in bandwidth per watt. These are source-backed premises for this projection; they do not by themselves prove broad adoption or the eventual outcome.
Source ledger
Read the sources.
- S01Data centre electricity use surged in 2025
intergovernmental research release / published 2026-04-16 / retrieved 2026-07-09
- S02Qualcomm Dragonfly Data Center Roadmap
official hardware announcement / published 2026-06-24 / retrieved 2026-07-09