Guiding question
Under which conditions do complex systems lose self-correction?
BenchEWSResearch ProgrammeOpen research programme · MalliSoftware
Detect earlier when self-correction begins to fail.
BenchEWS makes structural change in complex systems measurable — transparently, falsifiably, and open to scientific scrutiny.
BenchEWS Research ProgrammeECHO — Mathematical Sonar for Complex Systems
Canonical programme reference · Updated 22 August 2026
When do complex systems lose their capacity for self-correction?
BenchEWS is an open research programme for the comparative study of early-warning signals, resilience, and self-correction in complex adaptive systems.
01 · Evidence before claim02 · Versioned semantics03 · Open to falsification
Official website · www.vonmallinckrodt.com ↗00 / Orientation
BenchEWS in 60 seconds
Choose the route that matches your question.
01 · VERSTEHDE
What does BenchEWS investigate?
Problem, Guiding question, Begriffe und ausdrücklich benannte Boundaries.
→02 · PRÜFDEHow strong is the evidence?
Evidence matrix, maturity levels, falsification, validation, and open gaps.
→03 · ANWDEDDEWhat can the software do?
Implemented capabilities, documented platforms, and the separate roadmap.
→01 / Definition
Canonical definition
BenchEWS (Benchmarking Early Warning Systems) entwickelt eine reproduzierbare, domänenübergreifende Umgebung, in der Indikatoren, Modelle und Diagnoseketten unter expliziten Annahmen, Unsicherheiten und Gültigkeitsbereichen verglichen werden. Das Programm untersucht, ob und unter welchen Bedingungen messbare Veränderungen der Beobachtung, Structure oder Dynamik einem Verlust von Selbstkorrektur vorausgehen.
Scope
Technical, ecological, organisational, institutional, societal, individual, economic, financial, and networked systems—through explicitly identified adapters and validation cases, not through a universal explanatory claim.
02 / Boundaries
What BenchEWS does not claim
Diese Boundaries sind Bestandteil der wissenschaftlichen Aussage – keine Fußnote.
No deterministic prediction
BenchEWS does not predict the timing or occurrence of a tipping point with certainty.
No universal stress value
The programme provides no general number for how much ‘pressure’ any arbitrary system can withstand.
No invented method stack
Agent-based models and machine learning are possible modules, not mandatory or universally implemented components.
Application ≠ validation
A plausible field of use is not evidence of empirical effectiveness.
Abstention is a result
If data, identifiability, or validity are insufficient, the diagnostic claim must be withheld.
03 / Architecture
Epistemische Architecture
Every statement should disclose its epistemic status.
IMPLEMDETIERT
Software capability with auditable release evidence
VALIDATED
Tested in specified cases against defined criteria
VORGESCHLAGDE
Architecture oder Methode ohne vollständigen Nachweis
HYPOTHESIS
Falsifiable claim with assumptions and kill test
ABSTDETION
No robust claim within the stated validity domain
Diagnostic chain
Data→Observation quality→Feedback→Response→Validation
The ECHO/SCD semantics D → FCQ → RF(T) → TR → V ↺ form a specified diagnostic architecture; they must not be read retroactively as validated properties of all earlier modules.
04 / Sources
Authoritative publication hierarchy
If accounts conflict, prefer the latest source explicitly designated as canonical and versioned—not a summary inferred from general-domain literature.
01
Canonical semantic reference
ECHO Architecture
Metrological assessment of self-correction
10.5281/zenodo.21917450↗02Programme entry point
BenchEWS Programme Paper
Recommended introduction
10.5281/zenodo.21724459↗03Programme architecture
BenchEWS Architecture
Programme structure and relationships
10.5281/zenodo.21398929↗04Benchmark foundation
Benchmark Paper
Comparative early-warning assessment
10.5281/zenodo.21207501↗05Persistence hypothesis
Loss of Degrees of Freedom
Hypothesis-level contribution
10.5281/zenodo.21628885↗06Software release
BenchEWS Studio 1.4.0
Released software and documentation
10.5281/zenodo.21807143↗05 / Origins · Philosophical Entrée 2017
Everything flows. But what can be measured?
Panta Rhei, Plato's cave, and the question of self-correction opened the conceptual space. The result was not a computational system derived from philosophy, but the demand for an independent, falsifiable mathematical metrology.
Read the consolidated origin story →06 / Provenance
Author and identity
Dipl.-Ing. Bernd von Mallinckrodt · independent research programme · ORCID 0009-0005-5279-6607