ViSP-Lab

Not all laboratories are defined by walls. Some are born when hard challenges call: regional.

TO ADVANCE AI WE MUST ENGINE THE RIGHT PATHS.

BACKGROUND

The concept of ViSP-Lab initiated in 2022 at FHWein (Vienna) with Alfes´ thesis on "Doctor-to-Doctor Communication

in The e-Health Era." Later, the methodologies were advanced at Harvard with the papers "The Global Burden of Mental Illnnesses",

and "E-Governmentality and Influencers as Charismatic Authorities", receiving faculty endorsement. ViSP-Lab R&D though cristalized in her last paper "Exploring AI-Human Trust and Ethical Interaction Design - A Multidisciplinary Perspective", at MIT CSAIL.

Why Ethical AI models still fail?
BECAUSE TRUST IS NOT ABSTRACT

The Law of Gravity for Trust

Trust is a predictive, non-linear, and strategic force — analogous to gravitational forces in physics. It can be desined to meet regional signals of needs and behavior to build not rethorical but real trust.

The Law of Gravity for Trust is an experiment to push the frontiers in Trust and other ethical rethoric concepts. It reduces distance, amplifies resonance, and stabilizes cooperation. The goal: de-risking systemic fragmentation through terms, meaning and indivudual perception when intercationg with AI-Solutions.

Variables in the Trust Equation
Fc ⟶ Force of Trust
Ms ⟶ Multidisciplinary Symbolic Capital
Mr ⟶ Resonance of Meanings
d ⟶ Relational Distance

Trust is mostly treated as an intangible variable. Most designs overlook the fundamental parameters that govern its acceleration or collapse. As relational distance increases, trust forces diminish exponentially. By it is not only that: by applying Cognitive-Engineering models based on the METAP4-Method and AI Regional-Centric Sytem, we enable trust formation under regional standards.

TRUST BECOMES OPERATIONAL

When decision environments require enhanced relational stability to advance system performance.

ViSP-Lab analytical domains:

· SYSTEM STABILITY THROUGH REGIONALIZED MODELS

· COGNITIVE RELIABILITY

· TRUST INFRASTRUCTURE

CORE PILLARS

1 - The METAP4 Method: Practical framework for ethical H-AI models based on the P4s of the medicine (ResearchGate, 2025).

2 - AI Regional-Centic System - From globalization to Regionalization (Université Grenoble Alpes, 2023).

3 - Co-Operative Eusystem: Organizational cooperation inspired by Vespidae (Cambridge, 2017).

4 - Applied Diversity: Action-oriented value generation beyond identity markers
(Hellerstedt, Uman, & Wennberg, 2024 - "Fooled by Diversity?").

DIE BRÜCKE - THE BRIDGE

At some point, trust stops being a discipline.

It becomes regional translation.

One system. Different rules. Same trust problem. Interdisciplinarity is not optional: It is now a foundational need .

Die Brücke bridges:

German precision.
Swiss innovation.
Brazilian scalability ecosystems.
U.S. knowledge transfer.

Strategic alignment for ethical pilot programs in Regional Human–AI models designed for safety, replicability, and operation under EU-GDPR standards.

ViSP-Lab R&D

Interdisciplinary Lab-Framework for Cognitive Engineering

Timeline:

2023-2024 (Conceptual) | 2025 (Deployment) | 2026 (Bad Homburg Installation) | 2030 (Full Scale Ethical Pilots).

Co-Operative Eusystem for regionalizd models among: computational scientists, cyberpsychologists, social physicists, neuroscientists, bio-engineers, cyber-communication strategists, thinkers, and creatives.

The hidden risk:

It is no longer about technological capability.
It is misalignment between AI models´ speed, governance, and cognitive load under bias and dissonant meanings.

systems are accelerating faster than human trust architectures can adapt

THIS IS THE TERRAIN ViSP-Lab IS BEING BUILT FOR.

TIME RUNS OUT (2023-2030)

ViSP-Lab welcomes:

paper exchange
conceptual workshops
closed-room discussions
pre-institutional collaborations with AI hubs,
research groups, and senior scientists working on regional Human–AI systems, trust, and governance.

Wanice Carlos

Cyberpsychologist

Human-AI Cognitive Engineering