Rosenverse

Log in or create a free Rosenverse account to watch this video.

Log in Create free account

100s of community videos are available to free members. Conference talks are generally available to Gold members.

Sentient Design: New Postures for AI-Mediated Experiences (2nd of 3 seminars)

Wednesday, January 29, 2025 • Rosenfeld Community

This video is featured in the AI and UX playlist and 1 more.

Share the love for this talk
Sentient Design: New Postures for AI-Mediated Experiences (2nd of 3 seminars)
Speakers: Josh Clark and Veronika Kindred
Link:

Summary

How do you get your head around all the different machine-intelligent experiences available to you as a designer? What are the new design patterns, and which old ones fall away? How do you name and organize those experiences? And how do you develop an intuition for how and when to use each interaction paradigm? Watch Josh Clark and Veronika Kindred, authors of our forthcoming book Sentient Design, explore the emerging diversity of AI-mediated experiences. Just as the natural world demonstrates intelligence in many forms, the same is true for machine intelligence. New “species” of interfaces roam our screens, the manner of each tailored to purpose and environment—copilots, agents, chatbots, assistants, tools, adaptive interfaces, and many more. Sentient Design offers a framework for exploring and organizing these new experience patterns, or “postures”—the way each kind of experience positions itself in relation to the user. More than just distinct functionality, each posture has its own interaction style, manner of communication, and expectations that it sets. Josh and Veronika share over a dozen of these postures, from familiar options like dedicated tools to more exotic patterns including sculptors, bespoke UI, non-player characters, and data whisperers. Get a map for exploring these postures to expand both your perspective and your toolkit as a designer.

Key Insights

  • Sentient Design reframes AI as a design material that enables adaptive, context-aware experiences rather than just a tool for output generation.

  • The Sentient Triangle categorizes AI experiences by grounded accuracy, interoperability, and radical adaptivity to better understand their trade-offs.

  • Four key interface postures—tools, sculptors, assistants, and agents—describe how AI interfaces relate to users, from simple inputs/outputs to autonomous task management.

  • Traditional deterministic tools like Shazam remain powerful but represent early-stage AI experiences compared to more interactive and adaptive forms.

  • Inline tools integrate AI assistance seamlessly within user workflows, offering continuous and ambient support without breaking context.

  • Sculptor interfaces enable iterative collaborative content creation, exemplified by in-painting in image and audio editing.

  • Chat-based characters and personas excel in creative, exploratory scenarios where factual accuracy is less critical than engagement.

  • Agents increasingly perform delegated tasks autonomously but currently face challenges with brittle, slow, and complex multi-step workflows.

  • Bespoke UIs dynamically generate or rearrange interface components in real-time tailored to user intent, enhancing flexibility and personalization.

  • Designers must embrace AI’s inherent weirdness and unpredictability as an asset, balancing risk and opportunity to create new interaction paradigms.

Notable Quotes

"Sentient design is about intelligent interfaces that are aware of context and intent so they can be radically adaptive to user needs in the moment."

"We think of AI not just as a maker of stuff but as an enabler of experiences."

"These intelligent interfaces are collaborative, proactive partners on the user’s journey."

"Traditional software is grounded—accurate and reliable—but lacks radical adaptivity."

"In-painting allows precise, targeted edits that don’t disturb the rest of the content."

"Characters live at the extreme of radically adaptive AI—they react in the moment and follow the user’s lead."

"Assistance interfaces combine open-ended dialogue with the ability to do tasks on your behalf."

"Agents set goals, plan steps, execute them, and decide when they’re done, often without user attention."

"Bespoke UI can generate interfaces on the fly based on immediate need or intent."

"Embracing AI’s weirdness can turn unpredictable outputs into experience assets rather than liabilities."

Ask the Rosenbot
Dr. Jamika D. Burge
Theme 3 Intro
2022 • Advancing Research 2022
Gold
Sam Proulx
Everything You Ever Wanted to Know About Screen Readers
2021 • Design at Scale 2021
Gold
Nicole Wright
Democratizing Research at HoneyBook
2022 • Advancing Research 2022
Gold
Shahrzad Samadzadeh
What Is My Value? Two Takes and Some Mistakes
2024 • Enterprise Experience 2020
Gold
Ari Zelmanow
Dark Side of Democratization
2023 • Advancing Research Community
Jon Fukuda
Theme One Intro
2023 • DesignOps Summit 2023
Gold
Adel Du Toit
Get Your CFO To Say: 'Our Strategic Goal is User Obsession'
2022 • Design at Scale 2022
Gold
Bud Caddell
DesignOps Community Sensing Session
2021 • DesignOps Community
Nathan Reiff
Research, from Unimaginable to Presently Possible: A Future-Casting Sticky-Note Sprint
2026 • Advancing Research 2026
Gold
Christian Madsbjerg
Influencing Strategy
2020 • Advancing Research 2020
Gold
Jose Coronado
People First - Design at JP Morgan
2021 • Design at Scale 2021
Gold
Laura Klein
Unique challenges of innovation in enterprises
2020 • Enterprise Community
Matteo Gratton
Can Data and Ethics Live Together?
2021 • DesignOps Summit 2021
Gold
Ian Johnson
Latent Scope: Finding structure in unstructured data
2025 • Designing with AI 2025
Gold
Jennifer Bolduc
What's involved with getting people back to work?: A panel discussion
2021 • DesignOps Community
Katy Mogal
But Do Your Insights Scale?
2021 • Advancing Research 2021
Gold

More Videos

Rebecca Gimenez

"The challenge is to design the space for tension and debate, not always to resolve it immediately."

Rebecca Gimenez

Work in Progress: Service Design at Airbnb

December 3, 2024

Lada Gorlenko

"We have a choice in crisis — see it as a loss or see it as an opportunity."

Lada Gorlenko

Theme 2 Intro

June 9, 2022

Brigette Metzler

"There’s a tension in repositories having to serve immediate product decisions and more durable, strategic knowledge."

Brigette Metzler Dana Chrisfield

Research Repositories: A global project by the ResearchOps Community

August 27, 2020

"We became entrepreneurs internally, doing work across other GE divisions to generate funding."

Discussion

June 9, 2017

Sarah Brooks

"Healthcare.gov was a blow, but it opened the door to new ways to work in government technology."

Sarah Brooks Jennifer Pahlka

Fireside chat with Sarah Brooks and Jen Pahlka

October 21, 2021

Lisa Spitz

"Bringing our government Partners in early as collaborators and making a clear case for the value of research is one way that we build trust with our stakeholders."

Lisa Spitz Nikki Brand

Building Trust Through Equitable Research Practices

November 18, 2022

Theresa Neil

"Preventative care UX challenges, like why men won’t come in, are deeply rooted and not solved by prettier buttons."

Theresa Neil

Designing for Wellness: Specializing in Healthcare

May 22, 2024

Maverick Chan

"What if we trained Midjourney on our own style? That felt more ethical and right for our project."

Maverick Chan Claire Lin

From Doodle to Demo: AI as Our Storytelling Partner

October 23, 2025

Alla Weinberg

"If there isn’t safety and connection, you get a culture of transaction and silence that kills innovation."

Alla Weinberg

Design Teams Need Psychological Safety: Here’s How to Create It

September 8, 2022