AFFECTIVE INTELLIGENCE

DIGITAL IMPLEMENTATION OF EMOTION-DRIVEN SPATIAL SYSTEMS

CROSS-SCALE ARCHITECTURE

GENERATIVE SPATIAL STRATEGIES

GENERATIVE SPATIAL STRATEGIES

GENERATIVE SPATIAL STRATEGIES

INTERATIVE & COLLABORATIVE TOOLS

INTERATIVE & COLLABORATIVE TOOLS

INTERATIVE & COLLABORATIVE TOOLS

Institution

Roy Projects (Original Exhibition), Continued Exploration (Web Implementation)

Location

New York, NY - Univeristy of Houston, Houston, TX

Date

2025

Role

Digital Simulation Development (Original Exhibition), Post-Exhibition Web Implementation

Original Exhibition Team

Lindy Roy (Roy Projects), Sanford Kwinter, Adam Dour, Yunhao Zhong

Original Exhibition Credits

Lindy Roy: Project leadership, Conception, Theoretical Framework, Exhibition Curation

Sanford Kwinter: Theoretical Development

Adam Dour: Physical Robotic Vehicle Programming

Yunhao Zhong: Digital Simulation Development

Post-Exhibition Development

The original project "Intelligence, Atoms, and the Future of Settlement: A Texas Tale of Fear, Aggression and Love" was exhibited at the University of Houston in March 2025. This web-based simulation represents a post-exhibition exploration of the digital simulation component, made possible through Professor Roy's mentorship and the collaborative foundation established by the original exhibition team.

Acknowledgments

Project Foundation and Vision

This simulation system originated from Professor Lindy Roy's groundbreaking research "Intelligence, Atoms, and the Future of Settlement: A Texas Tale of Fear, Aggression and Love," exploring how affective behaviors emerge from minimal neural architectures. I am profoundly grateful to Professor Roy for inviting me to participate in this transformative project and providing invaluable learning opportunities. Without her trust, mentorship, and visionary leadership, I would never have accessed such profound theoretical insights. I extend equal gratitude to the entire research team - Sanford Kwinter for theoretical development, Adam Dour for physical robotic vehicle programming - for establishing the conceptual framework connecting affective intelligence to spatial organization that provided the essential foundation for all subsequent technical studies. The collaborative foundation established by this exceptional team made possible every aspect of the current digital exploration.

Post-Exhibition Technical Development

The web-based simulation implements Braitenberg's foundational sensor-motor wiring theory through sophisticated JavaScript and P5.js architecture. The system supports four distinct behavioral types based on connection patterns: aggressive vehicles (ipsilateral excitatory connections) that chase light sources directly with amplified speed response; fearful vehicles (contralateral excitatory) that flee from illumination with increased velocity; loving vehicles (contralateral inhibitory) that create orbital patterns around light sources with decelerated approach; and exploratory vehicles (ipsilateral inhibitory) that penetrate light boundaries with gentle speed reduction. Each vehicle maintains dual sensor arrays calculating real-time light intensity differentials, driving differential motor speeds through mathematical models that transform sensor readings into wheel velocities. The implementation features advanced collision-free navigation, dynamic trail memory systems visualizing movement histories, and real-time parameter adjustment capabilities allowing interactive modification of vehicle count (4-1000 agents), turn sensitivity (0.01-0.1 radians), speed ranges (1.0-12.0 units), and visual scaling during simulation runtime.

Institution

Roy Projects (Original Exhibition), Continued Exploration (Web Implementation)

Location

New York, NY - Univeristy of Houston, Houston, TX

Date

2025

Role

Digital Simulation Development (Original Exhibition), Post-Exhibition Web Implementation

Original Exhibition Team

Lindy Roy (Roy Projects), Sanford Kwinter, Adam Dour, Yunhao Zhong

Original Exhibition Credits

Lindy Roy: Project leadership, Conception, Theoretical Framework, Exhibition Curation

Sanford Kwinter: Theoretical Development

Adam Dour: Physical Robotic Vehicle Programming

Yunhao Zhong: Digital Simulation Development

Post-Exhibition Development & Acknowledgements

The original project "Intelligence, Atoms, and the Future of Settlement: A Texas Tale of Fear, Aggression and Love" was exhibited at the University of Houston in March 2025. This web-based simulation represents a post-exhibition exploration of the digital simulation component, made possible through Professor Roy's mentorship and the collaborative foundation established by the original exhibition team.

Interactive Web Implementation: Bringing Affective Intelligence to Life

The digital platform operates through a hierarchical modular architecture where the main simulation controller manages collections of autonomous agents and interactive light sources across a 60 FPS rendering pipeline. Each agent entity encapsulates physical properties (position, velocity, acceleration vectors), sensor systems (left/right light detection arrays), motor control mechanisms (differential wheel speeds), and visual representation systems (arrow modes, detailed vehicle diagrams, trail rendering). The light source management system enables real-time addition and removal of illumination points through intuitive mouse interactions, creating dynamic energy fields that agents respond to through emergent flocking behaviors. Advanced visualization options include multiple display modes (arrow/vehicle views), trail system toggles with color-coded movement histories, animated pulsing light cores with expanding energy waves, and comprehensive UI controls featuring real-time parameter sliders, mode indicators, and keyboard shortcuts. The system demonstrates how simple sensor-motor wiring rules scale up to generate complex spatial morphologies resembling urban settlement patterns, effectively bridging individual behavioral algorithms with collective spatial intelligence.

Exploring Spatial Intelligence Through Digital Interaction

This digital exploration represents one technical thread within the vast intellectual framework examining how post-extractive social systems might organize in response to planetary pressures. The simulation seeks to honor the original research vision by providing an accessible pathway for designers and researchers to engage with adaptive, emotion-encoded settlement systems. Through interactive experimentation with emergent behaviors, users can observe how minimal intelligence architectures might inform new models of collective inhabitation that respond to environmental pressures rather than extractive paradigms. Building upon Professor Roy's profound theoretical investigations, this system aspires to serve as a technical companion for understanding how intelligent, affective settlement systems might emerge as essential responses to our planetary moment.

Project Catagory

Institution

Roy Projects (Original Exhibition), Continued Exploration (Web Implementation)

Date

Location

New York, NY - Univeristy of Houston, Houston, TX

Team

Critic

Recognition