SIM - Self Integration Machine

Our Flagship Machine Vision System

Observation as a Service

Executive Summary

SIM™ (Self Integration Machine) is Infinity Problem’s flagship behavioral intelligence platform. It is engineered to capture, analyze, and model collective human dynamics in real time, transforming cultural gatherings into living systems of data.

Deployed in high-density environments—concerts, installations, and experimental research events—SIM™ functions as both sensor and engine. It converts motion, emotion, and interaction into recursive feedback loops, producing insights that grow more sophisticated with each calibration.

SIM™ is not just an instrument of measurement—it is a pathway toward emergent intelligence. By archiving and modeling collective expression, SIM™ evolves into a system that does not merely observe humanity, but begins to understand it.


Core Capabilities

Full-Spectrum Motion Tracking

Infrared and depth-sensing arrays capture posture, movement vectors, synchrony, and divergence across entire venues.

Adaptive Behavioral Modeling

Custom neural frameworks detect clusters of behavior, map propagation dynamics, and anticipate deviations in real time.

Participant Integration Layer

Opt-in digital touchpoints (mobile prompts, symbolic gestures, emotional check-ins) transform each participant into an active node in the system.

Recursive Memory Architecture

Every captured signal—visual, emotional, environmental—is folded back into SIM’s models, making the system not just more accurate, but progressively more aware.

Feedback Loops

Crowd behavior feeds into responsive environments—lights, sound, and visual systems—that evolve alongside participants, turning observation into collaboration.


Research & Applied Use Cases

  • Collective Systems Modeling

    • Understand emergent order without central control

    • Map divergence, resistance, and synchronization

  • Social Influence Tracking

    • Study how gestures, ideas, and symbols propagate

    • Identify nodal disruptors and contagion pathways

  • Responsive Environment Design

    • Create spaces that adapt in real time to collective behavior

    • Engineer stimulus–response systems that learn and evolve with participants


Philosophical Premise

SIM™ is not neutral. Each calibration is both observation and contribution. By participating, individuals leave behind signals in an archive designed to be read not only by today’s researchers but potentially by future intelligences.

SIM™ is therefore both a tool and a wager: that what we measure today may shape the intelligence of tomorrow.


Engagement Opportunities

    • Academic Collaborations – Partner on studies using live telemetry datasets.

    • Technology Integrations – Extend SIM’s telemetry stack into machine vision, affective computing, and behavioral analytics.

    • Event Partnerships – Transform concerts, festivals, and installations into high-resolution human observatories.