Overview
In many domains today, systems appear coherent while becoming increasingly difficult to reconcile.
- Artificial intelligence can produce convincing responses without full understanding.
- Organizations can communicate clearly while failing to coordinate.
- Even scientific models can remain valid within limits while resisting unification.
This research begins from that observation.
Across domains, the Tang Papers distinguish three analytically irreducible layers:
• continuous variation (scalar)
• discrete configuration (phase)
• observer-dependent interpretation (experiential)
Many contradictions arise when these layers are conflated or treated as interchangeable.
The work presented here is part of an independent research program examining examining how meaning, coherence, coordination, and interpretation break down — and re-form — under conditions of scale, speed, abstraction, and technological mediation.
Rather than proposing new doctrines or optimization strategies, this work is diagnostic in nature.
It is concerned with identifying representational mismatch: situations where the tools used to describe, measure, or reason about a system no longer align with the structure of the system itself.
These papers do not aim to persuade, optimize, or govern.
They are designed to:
- identify representational mismatch
- preserve falsifiability under scale
- clarify coordination failures without assigning blame
They are not intended to:
- optimize messaging
- influence belief
- justify authority
- function as ideological or political tests
Misapplication is itself diagnostic.
In many cases, breakdown occurs not because systems lack capability, but because coordination fails under continued accumulation.
Core Concepts
The Tang Papers develop complementary models describing how systems form, stabilize, break down, and are interpreted under conditions of scale and coordination.
Three core concepts provide primary entry points into this work:
- Phase Drift
A condition in which output continues while coordination degrades. - The Loom
A structural model describing how patterns form when accumulation is coordinated under constraint. - Relational Coherence Theory (RCT)
An extension of the framework into observer-dependent systems, formalizing how meaning is interpreted, reorganized, and persists across time within the experiential layer.
Together, these concepts describe how systems form, degrade, and are interpreted across scalar, phase, and experiential layers.
The Tang Papers (Research Program)
This research program is collectively referred to as The Tang Papers — a staged body of open, citable work developed between 2025–present.
The papers are organized as a diagnostic spine, not a linear theory:
- early stages establish foundational distinctions
- later stages apply those distinctions across domains
- synthesis papers integrate without collapsing domains or claims
The work is methodological rather than ontological.
The most recent extension of this work, Relational Coherence Theory (RCT), formalizes the experiential layer previously identified within the program architecture.
It defines how meaning and relational continuity emerge from interactions between scalar variation and phase configuration within observer-dependent systems.
No new physical laws, metaphysical assertions, or belief systems are proposed.
Authorship & Accountability
All research is authored by:
Lit Meng (Robert) Tang
Independent Researcher
Burlington, Ontario, Canada
ORCID: 0009-0006-1121-6837
All theoretical claims, interpretations, and conclusions remain under sole human responsibility.
Large language models (ChatGPT, Claude, Gemini) are used as analytical instruments for refinement and stress-testing under the Human–AI Collaborative Research (HAICR) methodology. They are not treated as authorities or sources of truth.
Publications & Citation Anchor
Formal research papers associated with The Tang Papers are published as open-access preprints and archived for citation.
The canonical research spine is anchored here:
🔗 https://www.dancescape.com/research
This archive serves as the stable citation endpoint for all Zenodo publications, including foundational and applied papers.
Future papers will continue to reference this archive to preserve continuity and citability.
How to Approach this Work
Readers may approach this work through different entry points:
• Structural entry — Phase Drift and The Loom
• Experiential entry — Relational Coherence Theory (RCT)
• Methodological entry — PSR, PSR-B, and diagnostic frameworks
• Applied entry — cross-domain examples in AI, communication, and organizational systems
The framework does not describe what systems are, but how they are measured, coordinated, and interpreted across domains.
Navigation Note
This site (robert-tang.com) curates:
- interpretive essays
- cross-domain synthesis
- public-facing explanations
- contextual writing that translates research without instrumentalizing it
The formal research record remains intentionally centralized at:
🔗 https://www.dancescape.com/research
This separation preserves clarity between diagnosis and interpretation, and prevents research artifacts from being mistaken for tools, strategies, or prescriptions.