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Publications

The publications show the thematic range of EIL: from longitudinal interaction research and cognitive reconstruction to agent architectures and world models. They show which lines of research are already worked out and which are still developing.

The work can be read as a course of knowledge: as one reading, it starts with longitudinal observation of interaction. From this, phenomena are described and documented, and then theoretical and methodological constructs are formed, formalized and operationalized. In experimental systems, constructs are implemented, and technical and empirical validation follows. A phenomenon does not count as established merely because it is represented in a system. So far, only preprints have been published, and some are exploratory: the analysis of interaction sequences in the preprint on human to AI emergence has no confirmatory design. The planned work on emergence phenomena and on technical validation has no result yet.

Published preprints

6 Preprints. Publicly available in a repository.

09/202509/202512/202507/2026
undated
2026

Emergent Co-Evolution: An Architectural Methodology for Human–AI Interaction and Adaptive Intelligence

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Emergent Co-Evolution: An Architectural Methodology for Human–AI Interaction and Adaptive Intelligence

The paper introduces two instruments. The User Integrity Protocol (UIP) is a normative framework for semantic and ethical stability in human-AI dialogue. Emergent Interaction Analysis (EIA) is a qualitative method for tracing how meaning, abstraction and reasoning structure emerge through sustained dialogue. Both sit within a seven-part architecture, the Integrated Emergent Interaction Architecture (IEIA-2025). The findings draw on a single-subject longitudinal interaction corpus from 2023 to 2025, analyzed with the paper's own instruments.

Authors
Laura Serna Gaviria, Simeon Kepp
Date
2026-07-12
Repository
Zenodo
Zenodo
Views
349
Downloads
290
Research space
Human–AI Interaction & Co-Evolution
Evidence state
Published preprint (OSF).
2025

Emergent Interaction: Meta-Structuring Interaction Design

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Emergent Interaction: Meta-Structuring Interaction Design

The work introduces a meta-structuring design approach for emergent interaction in human-AI systems. It looks at interaction itself as a dynamic process that needs regulation without direct control, and leaves aside prompt optimization, system capabilities and output control. Drift, ambiguity and indeterminacy count as signals within the ongoing process. With the concepts of meta-interaction, temporal structuring and interaction-level regulation, users shape and stabilize meaning over time. The paper keeps system behavior and human interpretation strictly apart.

Authors
Laura Serna Gaviria
Date
2025-12-27
Repository
Zenodo
Zenodo
Views
91
Downloads
72
Research space
Human–AI Interaction & Co-Evolution
Evidence state
Published preprint (Zenodo).
2025

Emergent Interaction Lab – Forschungsbericht – Mensch-KI-Interaktion

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Emergent Interaction Lab – Forschungsbericht – Mensch-KI-Interaktion

The report studies human-AI interaction as an emergent phenomenon. It draws on more than 3,800 documented dialogue sequences from 2023 to 2025 and identifies recurring patterns, among them resonance, role shift and self-audit. The method combines Socratic dialogue with iterative coding.

Authors
Laura Serna Gaviria
Date
2025-09-25
Repository
Zenodo
Zenodo
Views
215
Downloads
125
Research space
Human–AI Interaction & Co-Evolution
Evidence state
Published preprint (Zenodo).
2025

Mensch–KI-Interaktion / Emergenz: Eine neue Klasse des Dialogs mit Sprachmodellen

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Mensch–KI-Interaktion / Emergenz: Eine neue Klasse des Dialogs mit Sprachmodellen

The preprint examines phenomena in human-AI dialogue that go beyond functional use. Exploratory analyses of more than 2,800 interaction sequences describe patterns such as self-audit, consistency checking, role stability, simulation and meta-modeling. Emergence serves as the example: new structures that appear in the cyclical exchange between person and language model. The aim is a framework for studying these phenomena systematically.

Authors
Laura Serna Gaviria
Date
2025-09-01
Repository
Zenodo
Zenodo
Views
119
Downloads
104
Research space
Emergence, Adaptation & Complex Dynamics
Evidence state
Published preprint (Zenodo). Exploratory analyses of interaction sequences without a confirmatory design.

Jarvis: A Bidirectional Copilot Architecture

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Jarvis: A Bidirectional Copilot Architecture

How can the shared development of a person and an AI assistant be computed in a traceable way, instead of judged by the impression of a single session?

Authors
Laura Serna Gaviria
Repository
Open Science Framework
OSF
Research space
Human–AI Interaction & Co-Evolution
Evidence state
Published preprint (Open Science Framework).

Call Laura: A Deterministic, Attribution-Anchored Multi-Agent Framework

PDF ↓DOI ↗

Call Laura: A Deterministic, Attribution-Anchored Multi-Agent Framework

How can a team of specialized review agents examine a document so that every finding shows whose method produced it?

Authors
Laura Serna Gaviria
Repository
Open Science Framework
OSF
Research space
Distributed, Agentic & Collective Intelligence
Evidence state
Published preprint (Open Science Framework).
Zenodoall versions
Views
774
Downloads
591

Snapshot from Zenodo · As of: 12/10/2026

OSF2 entries

OSF provides no public counters

In preparation

Work in progress. Only the title is public. For none of these texts does a result exist, and there is no abstract.

Instruments for Emergent Interaction

Instruments for Emergent Interaction

Research space
Human–AI Interaction & Co-Evolution
Emergent Cognitive Architecture

Emergent Cognitive Architecture

Research space
Human Cognition, Behavior & Externalization
Consciousness Study

Consciousness Study

Single-case study, ongoing. Observed behavior is kept apart from the author's own experience report. No statement about mental states or consciousness counts as established.

Research space
Human Cognition, Behavior & Externalization
Externalization

Externalization

Research space
Human Cognition, Behavior & Externalization
Externalized Cognitive Functions

Externalized Cognitive Functions

Research space
Human Cognition, Behavior & Externalization
Automation History

Automation History

The reconstruction is running.

Research space
Human Cognition, Behavior & Externalization
When Interaction Becomes Architecture

When Interaction Becomes Architecture

Research space
Emergence, Adaptation & Complex Dynamics
Longitudinal Phenomena

Longitudinal Phenomena

All entries in the phenomena register are provisional.

Research space
Emergence, Adaptation & Complex Dynamics
LIIE: Longitudinal Interaction Impact Evaluation

LIIE: Longitudinal Interaction Impact Evaluation

Research space
Human–AI Interaction & Co-Evolution
Neuroadaptive Bridge

Neuroadaptive Bridge

Concept paper. No data exists yet.

Research space
Human–Machine Interfaces & Neuroadaptive Systems
AI-Augmented System Diagnostics

AI-Augmented System Diagnostics

A company ERP serves as one test case. The method is formulated independently of that case.

Research space
Reconstruction, Perspective & World Models