Artificiality Summit 2026 Program

Three days in Bend, Oregon — October 22–24, 2026.
Keynotes, conversations, salons, meals, and more.

Thursday · October 22

5:00pm

Gathering

5:00pm

Gathering

Join us for the Summit opening.

5:30pm

Dinner

6:00pm

Dinner

Provided by one of Bend’s favorite restaurants: El Sancho.

7:00pm – 7:30pm

Opening — Minds For Our Minds

Keynote (traditional)

The Couch (main auditorium)

7:30pm

Is AI Changing Our Selves?

What if we told you that AI is already changing your consciousness? What begins as me using a tool quickly becomes we making sense together, and in time us dwelling in new symbolic spaces. This keynote explores what it means when consciousness itself becomes collaborative, and why today’s design choices will shape how human awareness evolves.

7:30pm – 8:00pm

What Design Knows Now

Fireside duo

The Couch (main auditorium)

Two of the people who invented human-centered AI design compare notes on what the field has learned, and what it got wrong, since they wrote the first playbook.

8:00pm

Explorations

We gather some of today’s most original thinkers to open the field of conversation. Each brings a different lens — plural intelligences, collective wisdom, philosophical rupture, planetary scale, and emergent meaning. Together, they won’t offer conclusions but provocations, setting the stage for the Summit as a space to ask not only what intelligence is, but how we want to live with it — me, we, and us.

8:00pm – 9:00pm

Common Ground

Panel

The Couch (main auditorium)

Whether humans and machines can ever converge on shared meaning, taken up by researchers who study how conventions form between people, between species, and now between agents.

Friday · October 23

9:00am – 10:00am

No Free Lunch, No Omniscience

Keynote (traditional)

The Couch (main auditorium)

Why the intelligence gap between us and these machines is structural, and closes for nobody, no matter how much compute arrives or how smart the agents are.

9:00am

Ingressing Minds: Rethinking Intelligence and the Self

What if intelligence draws not only on biology, but on a deeper Platonic space of patterns that shape life and mind? Michael Levin’s latest work reframes consciousness as participation in this hidden architecture — where cells, bodies, and synthetic systems tap into shared structures of meaning. From bioelectric networks to diverse intelligences, he reveals selves as emergent, re-patterning processes.

10:00am

Break

10:00am

Break

10:30am – 11:15am

I Am Because We Are

Fireside solo

The Couch (main auditorium)

An Ubuntu scholar on personhood as a relation rather than a property, and what changes when you ask what a system does to relationships instead of which values it aligns to.

10:30am

Self: Identity in the Age of AI

With AI now co-authoring our thoughts, conversations, and creations, the self is no longer only private terrain. What once felt internal — our words, our memory, our judgment — now unfolds in dialogue with a system that speaks back. Maggie Jackson explores uncertainty and attention as essential resources in this new symbolic space. Charan Ranganath explores the powerful role memory plays in nearly every aspect of our lives, and how we might apply that to our relationships with AI.

11:15am – 12:00pm

Connected and Inconsequential

Fireside solo

The Couch (main auditorium)

To Be Announced

How do we stay connected and matter to each other when machines offer easy intimacy?

12:00pm

Lunch

Provided by one of Bend’s favorite restaurants: Spork.

12:00pm

Lunch

1:30pm

Provocations: Designing AI That Means Something

What if the real challenge isn’t teaching AI right from wrong, but designing it to carry meaning? What if AI was built not just for efficiency, but for belonging — for creativity, trust, community, and personalization we actually want? Following their provocations, we all gather in topic circles to ask why this matters, how else we might approach it, what we might do about it, and how we can communicate it to the world.

1:30pm – 2:30pm

In parallel — choose one

4:00pm

Break

1:30pm – 2:30pm

Calibrated Doubt

Parallel session

The Conference Room

How to build an interface that tells the truth about its own reliability, and whether users would even want one.

1:30pm – 2:30pm

Designing at the Frontier

Parallel session

The Couch (main auditorium)

1:30pm – 2:30pm

How Machines Carve Up The World

Parallel session

The Green Room

A provocation on the abstractions AI systems use to represent reality, and a discussion on what those choices leave out.

1:30pm – 2:30pm

The Wisdom Of Being Unsure

Parallel session

The Library

Maggie makes the case that not-knowing is a cognitive capability, then the salon works on how to protect it.

1:30pm – 2:30pm

Everyone Can Build Now, Part 1

Parallel session

The Communal Table

Chris has hunted more products than anyone alive. This is your chance to work with him in person and run a complete sequence, from ideation, to design sketches, to implementation, to launch plan — all in one go.

2:30pm

Break

4:30pm

Meaning is All There Is

What if meaning isn’t a property of words, but a structure lurking between them? Ellie Pavlick probes the hidden architecture of language models, showing how meaning emerges from internal vectors, grounded semantics, and compositional patterns rather than magic. Her recent work suggests neural networks may exhibit symbolic-like abstraction even without explicit symbols, challenging how we define thinking in both machines and minds.

3:15pm – 4:15pm

Deeply Human Discovery

Fireside solo

The Couch (main auditorium)

An astrobiologist who moves between exoplanets, the origins of life, our cosmic significance and the co-evolution of humans and their data, on what stays deeply human in the act of finding out.

6:00pm

Dinner

Provided by one of Bend’s favorite restaurants: Spork.

4:15pm

Break

7:30pm

Imagining Institutions that are Co-creative and Co-intelligent

Now that intelligence is no longer exclusively human, how do we design institutions, models, and systems that aren’t just reactive but generative, participatory, and wise? What does it mean to govern with AI, not simply regulate it? How can institutions evolve into sense-making bodies rather than mere rule-making machines? Together, we look at institutions as living systems, capable of learning, adapting, and imagining alongside us.

4:30pm – 5:30pm

In parallel — choose one

4:30pm – 5:30pm

Thinking Out Loud, Outdoors (weather permitting)

Parallel session

The Trails

Wolpert takes questions on the move, from thermodynamics of computation to whether prediction has a ceiling.

4:30pm – 5:30pm

Around The Table

Parallel session

The Library

An open conversation on relational personhood, Ubuntu and what these ideas ask of the big labs building AI.

4:30pm – 5:30pm

Will Creativity Survive AI?

Parallel session

The Stage

A deep discussion on creativity as a human right and how it survives this moment.

4:30pm – 5:30pm

What Investors Are Actually Buying

Parallel session

The Communal Table

To Be Announced

This hour is about the questions behind the questions investors ask.

5:30pm

Dinner

7:00pm – 8:00pm

Discovering Things Is A Bad Idea (In The Short Term)

Keynote (traditional)

The Couch (main auditorium)

Discovery requires doing what your brain evolved not to do. Adam Mastroianni on our built-in barriers, and whether AI can help.

8:00pm – 8:45pm

Unknowing As A Verb

Fireside duo

The Couch (main auditorium)

A designer, a writer and two researchers on what it takes to stay in the question when everything around you is optimized for answers.

Saturday · October 24

9:00am – 10:00am

Designing for the Human We’re Becoming

Fireside duo

The Couch (main auditorium)

What should we be designing for as technology becomes increasingly embedded in our bodies, decisions and everyday lives? A conversation across health, technology and design.

9:00am

What is Intelligence?

What if intelligence is not a single property, but a spectrum of forms — biological, cultural, and synthetic? In his new book What Is Intelligence?, Blaise Agüera y Arcas argues for a radically plural view, showing how minds emerge through interaction, pattern, and scale. His keynote invites us to see AI not as an imitation of human thought, but as part of a larger story of diverse intelligences co-evolving with us.

5:00pm

Welcome & Dinner

Enjoy some of Bend’s local food scene, get to know each other, and get started on imagining.

10:00am

Break

10:30am

Break

7:30pm

Opening Discussion: The Power of Scale

Jamer Hunt, author of Not to Scale and inspired by the Eames’s film Powers of Ten, catalyzes our opening discussion on the concept of scale. This session delves into how different scales — individual, organizational, community, societal, even temporal — shape our perspectives and influence the design of AI systems. By examining the impact of scale on context and constraints, Jamer guides us to a clearer understanding of the appropriate levels at which we can envision and build a hopeful future with AI.

10:30am – 11:15am

The Subtlety of Sameness

Keynote (traditional)

The Couch (main auditorium)

Kate on using photography, language, and design to reimagine meaning, whether sharing a conversation between two people or building a city for millions.

11:00am

Creativity in the Age of Networks

This session explores the evolving nature of creativity in an era defined by collaborative networks, cultural remix, and synthetic co-authors. From songwriting and storytelling to product design and AI-powered media, we trace how deeply individual acts of creativity are now shaped by broader systems of influence and information, and ask how new forms of authorship emerge when ideas flow across people, machines, and cultures.

11:15am – 12:00pm

The Sketch Is The Thought

Keynote (traditional)

The Couch (main auditorium)

Judi’s cognitive science on how drawing, diagramming and external marks are part of thinking rather than a record of it, and what it means for AI.

12:00pm

Lunch

Provided by one of Bend’s favorite restaurants: Barrio.

12:00pm

Lunch

1:30pm

Raising AI

How should we think about how we each individually are teaching AI? Giving us an accessible framework to navigate the enormous impact of AI upon human culture, values, and the flow of information, De Kai shows us that society can not only survive the AI revolution, but also flourish in a new world where we all play our part in a more humane, compassionate, and understanding society — alongside our artificial children.

1:00pm – 1:45pm

Whale Speak

Keynote (traditional)

The Couch (main auditorium)

Gašper shows his work on whale language, which was discovered using AI, and what that means for how we communicate with other minds.

2:00pm

The Future We Want: A Collaborative Visioning Experiment

What if large language models could change the very way we come to agreement? In this social experiment, Jenna Fizel of IDEO uses an LLM to help us co-author a vision for human-AI collaboration, shifting the conditions of how collective meaning takes shape. The outcome might be awesome, boring, weird, or something else entirely — but the point is the experience of finding new ways to make societal-scale decisions.

1:45pm – 2:45pm

In parallel — choose one

3:30pm

Break

1:45pm – 2:45pm

Interfaces Without Hands

Parallel session

The Couch (main auditorium)

Two designers on what happens when the interface stops being something you touch.

1:45pm – 2:45pm

The Design You’re Already Doing

Parallel session

The Conference Room

A session for anyone who writes prompts, sets defaults or picks tools, on the behavioral consequences already in their hands.

1:45pm – 2:45pm

When Agents Meet Agents

Parallel session

The Green Room

A working session on coordination, failure and surprise in systems built from parts that each know only their piece.

1:45pm – 2:45pm

Fiction Got Here First

Parallel session

The Library

A session on what the humanities already know about artificial beings, and why the engineering conversation keeps rediscovering it.

1:45pm – 2:45pm

Everyone Can Build Now, Part 2

Parallel session

The Communal Table

Finish the vibe coding project you started on Friday.

2:45pm

Break

4:00pm

The Weird and the Wonderful

AI may well completely reframe what a mind can be. In this session, philosopher Eric Schwitzgebel navigates the blurred boundaries of consciousness, pushing us past quick judgments to reckon with the moral ambiguity of how and why we assume minds exist. Together, we explore the disorienting, uncanny, and generative spaces that open when meaning meets the machine.

3:15pm – 4:15pm

Common Ground Is Built, Not Found

Fireside duo

Three researchers on convention, communication and constraint, and what coordination costs when some of the participants are machines.

5:00pm

Planetary Intelligence

What if we think of intelligence as distributed across the planet, biologically and technically? Benjamin Bratton reframes AI within ecological and geopolitical systems, showing how synthetic cognition, climate, and computation intertwine. A closing keynote that asks us to see planetary intelligence not as metaphor, but as the scale at which our futures will be decided.

4:15pm – 4:30pm

The Work That Grows You

Keynote (traditional)

Irreducible work is the work that develops the person doing it, and the IRX is a measure of how much of it any occupation contains.

6:00pm

Dinner

Provided by one of Bend’s favorite restaurants: Shimshon.

4:30pm – 5:30pm

In parallel — choose one

7:30pm

Not What Can We Scale But What Should We Scale?

Scaling shapes the world we share, spreading patterns of thought, design, and culture across systems and societies. Jamer Hunt and Adam Cutler join Helen and Dave to explore how scaling can become an act of imagination: what values, practices, and forms of care we choose to amplify, and how human-synthetic creativity might point toward new kinds of growth worth multiplying.

4:30pm – 5:30pm

A Photographer’s Walk (weather permitting)

Parallel session

The Trails

Kate takes a group into the trails to explore the interaction between language and image making. Bring a camera or recording device of some sort.

4:30pm – 5:30pm

Bring Your Hard Problem

Parallel session

The Couch (main auditorium)

Open session for anyone building with AI right now, hosted by someone who works with early and deep tech ventures.

4:30pm – 5:30pm

Use It Or Lose It

Parallel session

The Library

Moe on the connective capacities that weaken when the friction goes away, and how to put the practice back in on purpose.

4:30pm – 5:30pm

Draw It, Don’t Describe It

Parallel session

The Communal Table

A hands-on session with Judith Fan on thinking through sketching, gesture and physical marks.

5:30pm

Dinner

7:00pm – 7:45pm

What Would Actually Settle These Questions

Panel

The Couch (main auditorium)

Researchers working on representation, multi-agent systems and evaluation on the experiments that would move the field, and the ones nobody is running.

7:45pm – 8:30pm

Design Theory Starting From Unknowing

Panel

The Couch (main auditorium)

Jamer Hunt’s challenge from last year’s Summit, taken seriously, landed.

8:30pm – 8:45pm

Stay Human 2027

Fireside solo

The Couch (main auditorium)