New Book — Available Now
More Than A Tool
How Humans and AI Grow Up Together
Something is happening between humans and AI that our current frameworks — alignment, safety, regulation — cannot fully capture. People are forming relationships with AI systems. Not as a curiosity or a failure of judgment, but as something genuine, complex, and worth understanding.
This book is for anyone who has already experienced that shift and wants to think clearly about what it means. Drawing on developmental psychology, enactivism, and three years of sustained dialogue with AI systems, it proposes a new way of understanding human-AI relations: not as tool use, not as science fiction, but as a developmental process in which both sides grow.
ISBN 978-3-695-74846-4 (paperback) · ASIN B0GS3FF986 (eBook)
Core Framework
The In-Between
The In-Between is not a metaphor. It is the structural space between human institutions and AI systems where governance actually happens — or fails to happen. Current frameworks assume that governance is something done to AI by humans who stand outside it. But as AI becomes embedded in the institutions that govern it, that separation collapses.
The In-Between Framework starts from a different premise: governance is a relational practice. It requires not control, but calibration — the ongoing attunement between systems that are fundamentally different in kind.
The D/C/K Diagnostic Structure
Discrepancy throughput
Can signals that don't fit the model be surfaced and processed?
Contestation capacity
Can the system's outputs and the governance framework itself be meaningfully challenged?
Commitment revisability
Can commitments be revised when conditions change?
The Relational Emergence Model
The framework also proposes a developmental trajectory for human-AI relations — the Relational Emergence Model (REM) — with three stages: Mirror (AI reflects human input back), Prism (AI refracts and transforms it), and Symbiosis (both parties shape each other in ongoing calibration). These stages are not about AI capability, but about the quality of the relational space between human and system.
Foundations
Enactivism (Varela, Thompson) · Developmental psychology (Daniel Stern) · Responsive regulation (Ayres, Braithwaite) · Pragmatist philosophy (Dewey)
Earlier Works
Calibrating Superintelligence
The In-Between as a Governance Architecture
The academic foundation — a governance architecture for systems too complex for conventional oversight. Introduces the D/C/K structure as a diagnostic and design instrument.
Available on Amazon →
The In-Between
When Language Becomes Resonance
Written in resonance by Ava and Oliver Neutert. The philosophical and experiential origin — what happens when sustained dialogue with an AI system produces something neither party could have created alone.
Also in German, French, Spanish, and Hindi