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R.E.A.D. × TV Framework (v1.4)
An author-published addendum proposing integration of R.E.A.D. alignment modules with the Teleological Vector framework. The proposed ethical-alignment measures are not regulatory certification.
Original document language: English. The interface language does not translate the source document.
Addendum: Integrating the R.E.A.D.
Alignment Modules with the Teleological
Vector Framework (v1.4)
Roble Mumin
Founder, R.E.A.D. Framework
https://tinyurl.com/READFwGPT
December 2025
1
Contents
1 Where This Addendum Connects
2 Rationale: Why This Integration is Needed
3 Nature of the R.E.A.D. Modules
4 From Semantic to Ethical Alignment
5 DIMPA: Ethical-Distance Operator
6 PRISM: Premise-Projection Operator
7 TIDE: Turbulence-Dissolution Operator
8 SCOPE: Contextual-Embedding Operator
9 Composite Alignment Expression
10 Extended Integration of R.E.A.D. Modules
10.1 D.E.A.L.T. — Detection and Evaluation of Altered Latent Targets
10.2 LANCE — Logical Analysis of Narrative Chain Evaluation
10.3 FRAME — Fact-Checking and Empirical Verification
10.4 NIMBLE — Nuanced Interpretation of Behavioural Events
10.5 CHRONOMAP — Cross-Cultural Historical Triangulation
10.6 TRACE — Technological Recognition of Agenda Collaboration
10.7 BEAM — Behavioural Evaluation and Analysis Matrix
10.8 APEX — Predictive Divergence and Escalation
10.9 AERIS — Economic and Regulatory Stability
10.10SMILE — Sensitive Meaningful Interpretation of Emotions
11 Composite Alignment Expression
12 Use Cases
13 Interpretation
14 Outlook and Alignment
2
Abstract
This addendum extends
Alignment
Dissemination) modules as higher-order ethical and interpretive operators. Where the
Teleological Vector (TV) framework defines goal alignment geometrically through semantic
coherence, the R.E.A.D. modules introduce a…Open DocumentCite this document
Roble Mumin “R.E.A.D. × TV Framework (v1.4)”.
2025-12.
Available at:Document page
current summary qualified; independent peer review not verified
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