- Update energy values in hook scripts to match calibrated methodology
(0.1/0.5 Wh per 1K tokens, was 0.003/0.015)
- Fix license in toolkit README: CC0, not MIT
- Update H2 sharing framing to match "beyond carbon" positioning
Task 12: Add Related Work section (Section 21) to methodology covering
EcoLogits, CodeCarbon, AI Energy Score, Green Algorithms, Google/Jegham
published data, UNICC framework, and social cost research.
Task 13: Add specific citations and links for cognitive deskilling
(CHI 2025, Springer 2025, endoscopy study), linguistic homogenization
(UNESCO), and algorithmic monoculture (Stanford HAI).
Task 14: Add Related Tools section to toolkit README linking EcoLogits,
CodeCarbon, and AI Energy Score. Also updated toolkit energy values to
match calibrated methodology.
CC0-licensed methodology for estimating the environmental and social
costs of AI conversations (20+ categories), plus a reusable toolkit
for automated impact tracking in Claude Code sessions.
