When the Picture Still Authorises Action: Toward a Research Programme on the Epistemic Integrity of Decision Systems over Time
Foundational manuscript introducing Decision Epistemology as an emerging research programme.
Research should leave a record.
Scientific manuscripts, published work and public research notes associated with Decision Epistemology.
This archive documents the public development of an emerging research programme.
Different forms of research output carry different evidentiary standing.
Publication, public discussion and scientific validation must remain distinguishable.
Work undergoing scientific examination.
Manuscripts are presented with their recorded submission and review status.
Submission and peer review do not establish acceptance, publication or scientific validation.
Operational-Picture Integrity in Human–AI Decision Systems: A Computational Architecture for Decision Reopening
A computational investigation of operational-picture integrity and decision reopening in human–AI systems.
Related published research and analysis.
Niewidzialna warstwa sera szwajcarskiego
Related applied work concerning risk management and consequential decision-making.
This publication forms part of the related applied research lineage.
It is not presented as scientific validation of Decision Epistemology.
Research developed in public.
Public research notes document developing arguments, research questions and intellectual-development history.
Public discussion may expose propositions to criticism and contribute to hypothesis generation.
It is not treated as empirical validation, scientific consensus or independent replication.
When Decisions Outlive Their Justification:
Introducing Decision EpistemologyThe Decision Is Still Active.
The World That Justified It Is Not.
A Case for Decision EngineeringThe decision was reopened.
The consequence was not.The inference survived.
The uncertainty did not.The Warning Survived.
Its Effect on Execution Did Not.The Gate Worked.
The Basis Behind It Did Not.THE REVIEWERS DISAGREED.
THAT WAS THE RESULT.When disagreement stops being noise and starts testing the instrument.
The Change Was Real.
The Decision Stayed Closed.Nothing changed in the system.
The system was no longer authorised.The review happened on time. The decision was already late.
Review timeliness is not the same as correction timeliness.
Different outputs.
Different evidentiary standing.
The presence of an output in this archive does not imply that all listed work has the same scientific status.
- UNDER REVIEW≠PUBLISHED
- PUBLIC DISCUSSION≠SCIENTIFIC VALIDATION
- PUBLIC RESEARCH NOTE≠PEER-REVIEWED ARTICLE
Research outputs are described according to their actual publication and evidentiary standing.
An emerging programme.
An examinable problem.
Decision Epistemology remains an emerging research programme.
Its development involves conceptual work, scientific manuscripts, public research discussion and comparison with established approaches.
The programme is developed under explicit comparator pressure and conditions under which its current constructs may need to be narrowed, absorbed or retired.
The evidence must decide.
Explore the scientific approach