I went on prime time to argue for slowing down—here's why | Minds for our minds at work
"If we get this wrong we all die. If we get this right we all lose our jobs."
People are forming psychological relationships with AI systems that feel unprecedented to them. The Chronicle maps the psychological changes happening as people incorporate AI into their thinking, creativity, and daily relationships.
This work begins The Chronicle—The Artificiality Institute's ongoing study of how humans are adapting to life with AI. By gathering first-person accounts and workshop observations, The Chronicle maps the psychological changes happening as people incorporate AI into their thinking, creativity, and daily relationships.
This document maps psychological territory that's still emerging. We've organized our findings into four parts that build on each other, but you may want to focus on specific sections depending on your interests:
If you want the core findings: Read Part I (Is Something New Happening?) and the three traits section in Part II (The Experiences). This gives you the essential patterns we've documented.
If you're interested in practical applications: Focus on Part III (The Transformation of Human Cognition), the section entitled Toward Conscious Symbiosis, which translates our findings into guidance for individuals and organizations.
If you're a researcher or policymaker: Part IV (Conclusion) outlines the essential questions and research agenda that emerge from our work.
If you want the full psychological framework: Read Parts I-II completely, then skim Part III for the cognitive implications that interest you most.
Part III (The Transformation of Human Cognition) is the longest section because it explores what our documented patterns might mean for human cognition, creativity, and society. These chapters are more speculative than our core findings and can be read selectively based on your focus areas.
We've written this as both documentation of current patterns and exploration of their implications. The earlier sections stay closer to what we've directly observed. The latter sections venture into analysis of what these changes might mean for humanity's future with AI and synthetic intelligence more broadly.
Deep gratitude to our advisors and reviewers for their feedback and suggestions: Barbara Tversky, Steven Sloman, Abigail Snodgrass, Peter Spear, Tobias Rees, John Pasmore, Beatriz Paniego Béjar, Don Norman, Mark Nitzberg, Chris Messina, Josh Lovejoy, Elise Keith, Karin Klinger, Jamer Hunt, Lukas Egger, Alan Eyzaguirre, and Adam Cutler.
People are forming psychological relationships with AI systems that feel unprecedented to them. A CEO keeps ChatGPT open as a constant companion. A woman navigates grief through AI conversation, experiencing emotional support that reveals new dimensions of her loss. A teacher rebuilds her entire approach to education around AI collaboration.
Whether these experiences represent genuinely novel human-technology interaction or familiar patterns under new conditions remains an open question. Humans have always formed relationships with tools, absorbed ideas from cultural systems, and adapted to new technologies.
However, AI systems combine characteristics in potentially unprecedented ways: compressed collective human knowledge rather than individual perspectives, apparent agency without consciousness, bidirectional influence at population scale, and constant availability without social obligations.
We propose systematic investigation of these dynamics because of what may be coming. If we're witnessing early stages of symbiosis that could evolve toward symbiogenesis—a fundamental transformation of human cognition itself—understanding these patterns now becomes crucial for guiding rather than simply reacting to change.
Through workshop observations of over 1,000 people, informal interviews, and analysis of first-person online accounts, we observe humans developing three key psychological orientations toward AI:
People navigate five psychological states as they adapt: Recognition of AI capability, Integration into daily routines, Blurring of boundaries between self and system, Fracture when something breaks down, and Reconstruction of new frameworks for AI relationships.
Symbolic Plasticity—the ability to create new meaning frameworks—appears to moderate how people navigate AI relationships. Those who can reframe their understanding of thinking, creativity, and identity adapt more consciously. Those who can't often drift into dependency or crisis without frameworks to interpret what's happening.
Current AI development prioritizes frictionless, invisible integration—the exact opposite of the conscious participation our research suggests may be necessary for preserving human agency. This creates a fundamental tension between how AI is being designed and what appears needed for healthy human adaptation.
The essential questions emerging from our work require systematic investigation: What forms of thinking emerge in shared cognitive space? How do we understand agency when identity extends across systems? What cultural frameworks help us navigate synthetic relationships?
We propose targeted research to validate our patterns across broader populations, track adaptation over time, and develop tools for supporting conscious human-AI relationship development. The goal is understanding this transformation well enough to participate consciously in what we're becoming.
Please consider supporting our Chronicle research with a donation to the Artificiality Institute. Every contribution is an investment in a future where technology is designed for people, not just for profit—and where meaning matters.
We reserve some of our writing for human eyes only, not machines. Subscriptions are how we keep it that way—AI crawlers can't reach what's behind the gate. A free subscription gets you access to everything. You can unsubscribe anytime and choose whether to receive emails in your member settings.
SubscribeAI is changing how you think. Get the ideas and research to keep you the author of your own mind.