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The Agentic Design Stack  |  UX is the future of AI
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Invisible Machines episodes
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Season 7—Spring 2026  ·  12 episodes  ·  Through-line: the human architecture of institutional change
Boring AI
is Good AI
Gordon
Why AI Scaffolding
Matters More than Use Cases
Flowers · S6
Decentralized
AI is the Future
Goertzel
Canonical
Knowledge is Key
DosSantos
What AI as
Cheap Prediction Means
Gans
Cheap Prediction,
Expensive Change
Goldfarb
Folk Law &
Fax Machines
Pahlka
Inside The
Infinity Machine
Mallaby
Crisis Is
Your Opening
Nitze
The Confabulation
Machine
Ratliff
No Strategy
Without Vision
Evergreen
When Agents Have
Wallets, Trust Is Currency
Cohen Freue
Nuclear Fusion,
No Power Lines
Frankle
The Checklist Your
Deck Is Missing
McMillan ← Latest
Fellows › Caroline Sinders
Contributing Author

Caroline Sinders

Principal Designer and Founder
Caroline Sinders

Caroline Sinders is a machine-learning-design researcher, artist, and online harassment expert. For the past few years, she has been examining the intersections of technology’s impact in society, interface design, artificial intelligence, abuse, and politics in digital, conversational spaces. Sinders is the founder of Convocation Design + Research, an agency focusing on the intersections of machine learning, user research, designing for the public good, and solving difficult communication problems. As a designer and researcher, she has worked with Facebook, Amnesty International, Intel, IBM Watson, the Wikimedia Foundation, and others.

Contributions to UXM

2 pieces
1
Book Excerpt  ·  Crisis Engineering

The Crisis Worth Using

The five indicators of a genuinely useful crisis—and the difference between the kind that opens a window for transformational change and the kind that merely accelerates collapse. Excerpted from Crisis Engineering.

7 min read April 2025 ◆ The Useful Crisis
2
Guest Article

When the Window Opens: A Field Guide to Crisis Seizing

Written for UXM as a companion to the episode. Not theory—what Marina actually does when she walks into a failing system with a 90-day mandate and no authority to hire. Practical, specific, and unsettling in the best way.

11 min read April 2025 ◆ The Useful Crisis

Ideations

1 cluster
The Useful Crisis
S7 Ep. 4  ·  7 pieces  ·  April 2025