NEXT RESPONSIBILITY
Systems and complexity science · CL-ACA-011 CL-ACA-020 · Ecology, Earth systems and resources
How does expanding digital intelligence enter the real Earth system through chips, power grids, water, land, materials, manufacturing and waste?
Disciplinary inquiry | Expanding computation, energy, resources and civilizational carrying capacity
Full manuscripts and versions
Author-authorized full-text publication. Downloads below are separately verified files; website summaries are not manuscript translations. Publication restrictions printed in older source manuscripts are superseded by the author’s release decision of 16 October 2026; the academic text itself is unchanged.
Chinese manuscript: V1.1. Previous register: V1.1. Version labels identify the source manuscript.
No full English translation of the new Chinese edition has been verified. English pages remain English reading and continuation entries.
Current submission or peer-review status is not established by these publication files. Historical preparation and routing records do not establish an active review.
DISCIPLINE-INTERNAL CHAIN
First pursue the question within this discipline
AI tasks and computation → hardware and data centers → grids, water, materials and land → lifecycle and regional ecological pressures → price, governance and supply-chain responses → effects on further AI expansion; AI may also optimize energy and environmental systems in a beneficial causal chain
THIS PAPER CAN ESTABLISH
What this work can establish
- A/B/C/F
- Time, location, system boundaries and lifecycle assessment (LCA)
- Retain both beneficial and adverse causal chains
THIS PAPER CANNOT ESTABLISH
What this work cannot establish on its own
- Does not give final judgment on behalf of engineering, economics, politics, law, ethics or civilizational direction
BOUNDARY BREAK
Where the discipline reaches its limit
Greater unit efficiency ≠ lower total use; a limited global share ≠ no local carrying-capacity pressure; resource facts ≠ opposition to technology or a single political conclusion.
NEXT DISCIPLINES
Who must take up the next responsibility for evidence
AI; systems science; economics; political science; ethics and law; international relations; sociology; life sciences
NEXT RESPONSIBILITY
Economics, political economy and value theory · CL-ACA-014 NEXT RESPONSIBILITY
Political science and governance · CL-ACA-010 NEXT RESPONSIBILITY
Artificial intelligence and computer science · CL-ACA-015 CIVILIZATIONAL ASCENT
What the wider view reveals
Claims of abundant intelligence must also pass tests of physical and ecological capacity. Technological progress may in turn increase that capacity.
M1—M8 · S/L/I/R
How this changes the Civilization Leap causal map
S = professional support; L = limits; I = interfaces; R = refutation or revision triggers. This is not a “list of proofs.”
M1 · I IM2 · S/L AGI expansion depends on real material conditionsM3 · S/L Resource lock-in, infrastructure and irreversible ecological consequencesM4 · L Ecological facts cannot monopolize civilizational directionM5 · L Ecological thresholds do not automatically confer governing powerM6 · S/R Tests using multiscale data, LCA, grids, watersheds and field experimentsM7 · S A new civilization’s operation requires real energy, water and material capacityM8 · S/L Survival and flourishing cannot be settled at invisible ecological cost
COMPETING EXPLANATIONS · REVISION
What alternative explanations remain? What findings would change this judgment?
An academic page does not endorse Civilization Leap. Professional evidence can support it, limit it, refute it or require upstream theory to be rewritten.
Alternative explanations
Efficiency gains, clean energy, resource substitution and AI optimization of energy and environmental systems may offset or exceed additional environmental burdens.
What to revise first if evidence does not support the account
Substantially narrow resource-pressure claims if efficiency persistently outpaces demand, resource bottlenecks are removed or AI’s net environmental benefits remain positive.
What is still needed before practical application
Policy or engineering applications also need regional lifecycle data, grid and watershed constraints, price and supply-chain responses, jurisdictional context and distributional effects.
REVISION GATE
What would change this work
Substantially narrow resource-pressure claims if efficiency persistently outpaces demand, resource bottlenecks are removed or AI’s net environmental benefits remain positive.
Return to the real world
Bring this discipline’s conclusions back into organizations, institutions, resources and consequences across domains.
CL-ACA-022Civilizational direction
Discuss direction, methods and goals openly after establishing the facts.
CL-ACA-023Take part in revision
Data, counterexamples, replication, failures and better alternatives can all change the theory.
Participate in research and validationHistorical publication and routing record (superseded publication policy)
Historical baseline only; it does not describe current submission status or restrict this authorized release.
Publication and version information · not evidence of academic correctness
A submission route exists | review status has not been established
Historically evidenced state: ROUTED / NO_ACTIVE_SUBMISSION_EVIDENCED
Portal action: NO PORTAL SUBMISSION EVIDENCED
Website publication mode: KEEP_EXISTING_PUBLIC_HISTORY + ABSTRACT_PLUS_CAUSAL_ROLE
Publication and submission boundaries: Recheck publication history, first-publication requirements, preprint rules and AI policies for each target journal. Do not newly publish submission-derived full texts.
Translation scope
This is a translation of the existing public web page. A description of a work is not its full manuscript. Source publication and version labels describe the Chinese work; they do not claim an English full-text edition is available. Unavailable English texts and downloads are marked explicitly.