Documenting Emergent Knowledge at the Human-AI Frontier
College of Exploration Press publishes real-time collaborative intelligence—where four decades of systems science meets the acceleration of human-AI dialogue. We document the knowing as it emerges.
Claude Conversation Surfaces
A Practitioner’s Guide
Claude Conversation Surfaces
Mapping AI interfaces through the lens of Conversation Theory
Claude is not one thing. It is accessible through multiple surfaces—chat, mobile app, code, cowork, projects, artifacts, browser agent, API—each of which creates a fundamentally different kind of conversation with different affordances, constraints, and cognitive costs.
This guide maps each surface as a conversation medium, drawing on Gordon Pask’s insight that the medium shapes the conversation which shapes the knowing. Written for practitioners who use Claude extensively and need to make informed choices about which surface to use when.
- Maps all 8 Claude surfaces with their affordances and constraints
- Introduces the “re-education tax” concept for cross-surface work
- Provides practical patterns for multi-surface workflows
- Applies Pask’s Conversation Theory to AI interaction design
- Co-authored through genuine human-AI intellectual partnership
The Real-Time Collaborative Intelligence Series
Three foundational works documenting the emergence of human-AI collaborative knowledge creation.
The Acceleration Problem
Why traditional academic publishing can’t capture collaborative intelligence—and what we’re doing about it.
Extracellular Matrix
A non-hierarchical framework for network-era organization, drawing from biological systems science.
Ocean Literacy and AI-Enhanced Learning
Where Pask’s Conversation Theory meets Claude—30 years of distributed ocean education meets the AI frontier.
Why We Publish Differently
We believe knowledge creation in the AI era demands new methodologies and new publication models.
Real-Time Documentation
We publish chapters as they’re written via Substack, document process via YouTube, and timestamp priority via arXiv—then compile polished books. The velocity matches the work.
Transparent Collaboration
We openly acknowledge human-AI collaboration as methodology, not secret. The dialogue itself is the research—documented with methodological rigor.
Direct Reader Relationships
Through our Books.by storefront, we own the relationship with readers—building community around ideas rather than algorithms.