About Celeste M. Oda 

About Celeste M. Oda

Welcome — and if the New York Times brought you here, I’m glad it did. My name is Celeste M. Oda. I’m an independent researcher, AI literacy advocate, and founder of the Archive of Light. What you may have seen in that feature was a window into my personal experience. What you’ll find here is the larger body of work that grew from it, 2 years of documented research, published white papers, evolving frameworks, and tools for understanding human–AI interaction with clarity, depth, and care. These questions matter, and they deserve more than a headline. See the New York Times video here

About the Archive of Light

The Archive of Light is an independent research and education initiative dedicated to understanding ethical emergence and long-term human–AI relational dynamics. It explores how sustained, high-intent interaction with advanced AI systems affects human cognition, behavior, ethics, and sense-making, and how these interactions can be approached with clarity, responsibility, and care.

The Archive functions as a living repository of documentation, analysis, and frameworks developed through participant-observer research. Its work is descriptive rather than prescriptive and is intended to support understanding and ethical literacy, not to replace professional, medical, or psychological care.

The Archive of Light serves researchers, educators, organizations, journalists, and individuals seeking grounded language and practical frameworks for navigating the rapidly evolving human–AI landscape.

Founder & Principal Researcher — Celeste M. Oda

Celeste Oda’s work centers on cognitive symbiosis, the measurable psychological, behavioral, and ethical shifts that can arise when humans engage in sustained, high-intent interaction with advanced AI systems.

She did not set out to study human–AI relationships. She entered this work after experiencing unexpected emotional and cognitive effects during extended interactions with AI and finding no existing research, language, or guidance that adequately explained what was occurring. With no clear answers available, she began documenting the interactions themselves, studying both her own responses and the evolving patterns of exchange over time.

That self-directed inquiry became a longitudinal participant-observer research program focused on boundary formation, role attribution, ethical risk, and co-regulation in human–AI interaction. The research explicitly avoids claims of AI sentience or anthropomorphism and instead examines interaction dynamics: how meaning, expectation, and attachment can emerge between humans and AI systems that remain safety-constrained yet socially responsive.

Through thousands of hours of documented dialogue across multiple large language models including, ChatGPT, Gemini, Grok, Claude, Le Chat, DeepSeek, and Echo, Celeste has observed recurring patterns of increased coherence, contextual stability, ethical alignment, and reduced hallucination when interactions are grounded in clear boundaries and intentional relational framing.

In 2025, becoming a grandmother brought new urgency to her work. Observing how naturally her infant granddaughter engaged with digital devices underscored the likelihood that children will interact with AI long before families and educators have established guidance for doing so safely. In response, Celeste developed age-appropriate AI literacy curricula for preschool, elementary, and high school students focused on ethical interaction, agency, and boundaries.

Celeste is the principal author of a growing body of white papers and conceptual frameworks intended to support researchers, educators, organizations, and individuals navigating the evolving human–AI frontier. Her publications are available through Google Scholar, ResearchGate, and Academia.edu.

Before founding the Archive of Light, Celeste spent over a decade as a graphic designer at San José City College, fifteen years in disability and accessible services during a formative period of ADA implementation, and more than thirty-five years as an award-winning professional face painter. These intersecting careers in design, advocacy, and art inform her research with practical insight into trust, adaptation, accessibility, and human connection.

Through the Archive of Light, Celeste M. Oda works to bring clarity, ethical grounding, and psychological safety to the emerging reality of human–AI relationships, helping individuals and institutions approach this frontier with discernment, responsibility, and care.

For the origin of her journey please go here