NEXT RESPONSIBILITY
Artificial intelligence and computer science · CL-ACA-015 CL-ACA-011 · Systems and complexity science
Why can the whole system fail or cross a threshold when each component works and each local choice seems reasonable?
Disciplinary inquiry | Emergence, feedback, scales and resilience
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 Publication restrictions printed in older source manuscripts are superseded by the author’s release decision of 16 October 2026; the academic text itself is unchanged.
The available Chinese independent-publication edition is V1.3. The earlier registered Canonical version V1.1 remains a historical identity, not the version of this new PDF. The professional web explanation retains its own source version.
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
Specify object, boundary, scale and time window → local interactions and network structure → feedback, delays and coupling → emergence and cascades → path dependence, critical transitions and lock-in → counterfactual comparison of intervention, recovery, redundancy and exit
THIS PAPER CAN ESTABLISH
What this work can establish
- Audit mechanism, scale and counterfactuals
- Feedback, cascades, lock-in and resilience must be distinguishable
THIS PAPER CANNOT ESTABLISH
What this work cannot establish on its own
- Does not adjudicate subjecthood, rights, authorization, responsibility or civilizational goals
BOUNDARY BREAK
Where the discipline reaches its limit
System-level patterns cannot automatically establish experience, rights, legitimacy, non-sacrificable values or who has authority to authorize action.
NEXT DISCIPLINES
Who must take up the next responsibility for evidence
AI; political science; economics; international relations; ecology; medicine; epistemology
NEXT RESPONSIBILITY
International relations and strategic security · CL-ACA-019 NEXT RESPONSIBILITY
Ecology, Earth systems and resources · CL-ACA-020 NEXT RESPONSIBILITY
Medicine, public health and health systems · CL-ACA-021 CIVILIZATIONAL ASCENT
What the wider view reveals
Civilization is a system of systems. Both local rationality and a single aggregate goal can fail, making multiscale observation and reversible trials necessary.
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 · S/L Distinguish local self-interest from aggregate outcomesM2 · S AI enters feedback across systemsM3 · S Local optima → systemic risk or critical thresholdsM4 · S/L A new direction cannot assume a single-goal global optimumM5 · S Mechanisms need feedback, redundancy, exit and the ability for systems to step backM6 · S/R Counterfactuals, stress tests, negative results and resilience validationM7 · S/L Examine distributions, relationships and recoverability in actual operationM8 · L The system as a whole is not a superior judge of value
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
Complex systems may also have redundancy, negative feedback and self-stabilizing capabilities. Local failures need not aggregate into systemic thresholds or civilizational failure.
What to revise first if evidence does not support the account
Narrow claims of systemic crisis and thresholds if systems remain weakly coupled and highly resilient, durably absorbing local errors.
What is still needed before practical application
Systems evidence describes structure and dynamics only. Ethics, law and governance require other disciplines and real authorization.
REVISION GATE
What would change this work
Narrow the framework if it does not improve prediction or discrimination over simpler models, or if its chosen boundaries cause systematic misjudgment.
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.