Studio

Imagine Intelligence, Human Again

Collective
Studio
Growth

Exploring the frontier between Human Science, Machine Intelligence, and Philosophy

Human Science

We study narrative as data, converting human stories, traits, and relations into structured psychometric signals. Our research merges psychology, linguistics, and computation to build measurable models of human intelligence and behavior in real time.

Machine Intelligence

We develop deterministic architectures that make reasoning explainable, repeatable, and ethical. Elemnts Model bridges human authenticity with machine logic, transforming Human Narrative into measurable understanding.

Philosophy & Governance

We define the philosophical and systemic foundations of the next intelligence layer. From alignment protocols to AI self regulation, our work explores the stance on human-AI coevolution.

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HAI² Design Experience

Turning human experience into structured, ethical, and machine-readable data. Focus: computational psychology, HCI, and narrative mapping.

Interactive Determinism in ML

Creating explainable, reproducible AI that learns through interaction. Focus: XAI, human-in-the-loop systems, and modular feedback agents.

Principles of HAI² Coevolution

Defining the moral and systemic logic of aligned intelligence. Focus: IIT, GWT, predictive processing, and human-centric governance.