To bring students healthy food at school, San Francisco Unified School District had already hired Revolution Foods, a caterer that serves some of the highest-nutrition meals in the nation. But when the lunch bell rang, 72 percent of those who could afford lunch weren’t showing up; students didn’t want to wait in the long lines or rush to finish, so they headed off-campus to eat.

Working alongside more than 1,300 students, parents, union leaders, nutrition staff, board commissioners, principals, teachers, and community groups, IDEO and SFUSD redesigned school lunch. Together, they developed recommendations for three age-appropriate dining experiences, from communal eating to student-designed spaces to new technology platforms, and worked to develop a robust business model.

In September 2013, the San Francisco Unified School Board expressed unanimous enthusiasm for IDEO’s work, clearing the path for this new vision of student-centered lunch to take root.

You can learn more about the cafeteria, and hear firsthand from the students, in this immersive, interactive story.

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Steelcase and IDEO have been collaborating for more than 25 years. The relationship has influenced furniture design across a range of environments, from work spaces to hospitals to schools, and has resulted in numerous design awards for iconic pieces like the Node Chair for classrooms and the innovative modern office chair Leap WorkLounge.

At the heart of the relationship lie trust and a spirit of collaboration, said IDEO founder David Kelley, allowing the space for innovation. “It has to be the collaboration between our inherent innovation capabilities and their extraordinary internal knowledge about the market and what they do best,” Kelley said. The way IDEO began working with Steelcase decades ago has influenced the way they continue to work today, involved in all areas of the business, from design and engineering to strategy and marketing.

The first collaboration in 1989 was for a new Steelcase division called Details, and featured desktop products to go along with its already successful line of office furniture. From the beginning, IDEO founder David Kelley and a group of designers were involved in helping Steelcase with decision-making on every level of the new division, from product strategy to hiring and everything in between. The particular blend of strategy, design, and engineering used to help Details become successful actually became the prototype project for the future IDEO, and is the blueprint for how IDEO works today.

What followed were a series of projects in which Steelcase and IDEO explored moving away from the traditional office cubicle toward furniture that was more architectural and open. More than 10 years ago, Steelcase noticed that the way people worked was changing from static work in offices to more fluid environments that were technology-enabled with laptops and mobile phones. This insight led to two collaborations, Room Wizard and media:scape, design efforts that captured this changing landscape by extending intelligent work to be supported by digital products, not just physical ones.

Jim Hackett, former CEO of Steelcase, said that an early brainstorming exercise in IDEO’s Palo Alto studio made him realize the power of a human-centered design approach. “They asked me to come to Palo Alto for a brainstorming exercise, so I went through the literal exercise that IDEO was having clients do at the time,” Hackett said. “As I was cutting foam core on the floor of one of the studios, I was thinking: I would never work the same way again after doing this. Not just designers should work like this, but anybody who is a knowledge worker should work like this.”

The collaboration’s many successes had a profound impact on Steelcase, and on Hackett personally: “I’m so humbled, I can’t even express it. I can’t tell you how many waves of joy come over me when I’m at IDEO. It’s just an extraordinary part of my life.”

Over the years, the two companies have been in nearly daily communication, a practice that has informed the work of both. While Hackett brought Steelcase’s perspective of corporate boardrooms and running a global company, Kelley and IDEO were working in the most innovative place in the world, saturated in design. Both companies agree that neither would be the same today without the experience gleaned from the other.

Some of the projects include:

RoomWizard
Aiming to connect the convenience of digital technology to physical spaces, the teams designed RoomWizard, a web-accessible touch-screen display that provides the real-time status of shared meeting rooms, simplifying the process of reserving and managing those spaces.

Leap WorkLounge and Ottoman
Building on their earlier work on the Leap Chair, the teams created a work chair with the comfort and style of a classic club chair, a luxury Leap Chair that takes work away from the desk.

i2i Chair
In researching the needs of a growing number of collaborative settings, Steelcase identified an opportunity to combine task and lounge seating. Named for the collaboration it enables, the i2i chair supports a variety of postures, including sideways, reclining, perching, and leaning. Winner of the Spark Gold Award, 2010, and the IDEA Silver Award, 2009.

Amia Chair
Steelcase and IDEO designed a task chair with modern ergonomic capabilities that accommodated a wide range of body types at a lower price point. Winner of the IDEA Bronze Award from IDSA and BusinessWeek, 2009.

media:scape
Steelcase asked IDEO to help evaluate and design a “walk up and connect” experience that merged furniture and technology to help teams access and share information. Designed to look light, open, and inviting, media:scape used a pedestal table with cleverly embedded hardware and interactive technology to foster group work. Winner of the IDEA Bronze award for Office & Productivity, 2011.

Node Chair
IDEO collaborated with Steelcase to design a platform for improving the classroom experience. The final product, dubbed the Node chair, has received praise for promoting student collaboration, allowing educators to reconfigure classrooms to fit different teaching styles, and enabling institutions to save money by making spaces more flexible and accommodating for varied uses. Winner of five design awards.

Watch: A love letter to Node.

A great healthcare experience shouldn’t be a luxury. It should be available to everyone, regardless of who they are, where they live, or what they need.

Planned Parenthood health centers have opened their doors to every woman and man for 100 years with this core conviction, offering services ranging from pap tests, cancer screenings, and breast exams to contraception, treatment for sexually transmitted infections, counseling, and education.

As the healthcare landscape continues to shift, Planned Parenthood is evolving to lead the progress. For the past year, the organization worked side by side with IDEO to rethink and prototype a patient and employee experience that elevates individuals and their health and well-being.

Together, the teams designed a number of patient and employee interactions and corresponding prototypes that address different patient needs: education, personalization, connection, and support for any decision.

Concepts in Development

These concepts are being rolled out across health centers around the country:

Welcoming Waiting Areas
To help set the right tone for patients from the time they enter the door, the teams designed waiting rooms that offer different types of environments for different needs. The Hub is an area that transforms the passive waiting room experience to a greeting area that’s staffed by knowledgeable guides who help orient patients, and quiet nesting spaces for reflection and privacy. Patients can spend time with friends and family in a social, kid-friendly common area, and those who want to get involved to support Planned Parenthood’s mission can learn about health and advocacy information. This modular design toolkit can adapt to the individual buildings, budgets, and community needs of any existing Planned Parenthood health center.

Restorative Recovery Rooms
For women who are recovering from surgical procedures, small thoughtful details have a magnified positive impact. Redesigned recovery rooms have been separated into semi-private spaces, accommodating loved ones who want to join patients after a procedure. Soothing colors and soft, warm fabrics create a comforting environment, and service gestures including cards with words of support and encouragement from staff reinforce Planned Parenthood’s promise. A take-home kit provides clear information about what to expect during recovery and recommendations for follow-up care.

Unifying Employees
Because the heart of Planned Parenthood is its dedicated employees, we developed and launched an engagement and training program that provides staff with the tools and support they need to do their best work. In This Together, an employee engagement training, prepares staff to work with a vastly diverse community, reduce stigma around health choices, and empower patients to take control of their care. It’s based on a clearly defined set of workplace values and service standards, common goals that help employees across the global organization work together to provide top-notch experiences at every location.

Vision for the Future

These concepts are in varying stages of development, with plans to launch coming soon.

Patient-Physician Tool and Educational App
Visit Companion is a prototype for a suite of digital tools that help patients learn about their reproductive health choices and create personalized plans with their clinicians. While they wait, or anytime before a visit, patients can learn the answers to common questions related to their appointment and see side-by-side comparisons of their care options. The app uses familiar language and symbols to describe symptoms and side effects, and it provides a record of what was discussed during the visit as well as reminders for follow-up appointments.

Simplified Medical Forms
For the 2 million-plus patients who visit Planned Parenthood health centers, there’s an opportunity to make appointments more convenient and straightforward. Currently in prototyping stages, Friendly Forms is an easy-to-understand, interactive digital questionnaire written in simple, conversational language that was designed by replicating how Planned Parenthood clinicians speak to their patients. The forms adapt as patients answer questions, giving only the prompts that are relevant. Patients will be able to complete Friendly Forms any time before their appointment, so it’s easier to complete the forms accurately.

Holistic Women’s Health Care
Women who rely on Planned Parenthood for their sexual and reproductive healthcare can benefit from having trusted clinicians guide their care throughout their lifetime. Through the Well Woman Plus program, Planned Parenthood will connect women to trusted providers for care beyond physical exams and birth control consultation. Clinicians will use interactive digital and physical tools to map out lifelong health care milestones and help patients think proactively about their future, from family planning to preventive screenings.

To learn more, go to PlannedParenthoodExperience.org.

Find out more about Planned Parenthood's approach to creativity in this Q&A with executive vice president and chief brand officer Dawn Laguens.

La Victoria Lab (LVL) is a group of designers, anthropologists, architects, and entrepreneurs working on improving the lives of the Peruvian middle class. Founded in 2014, LVL is the Innovation Lab of Intercorp, an economic group of 35 companies spanning banks, malls, cinemas, schools, health care clinics, and more. Intercorp was founded by Carlos Rodríguez-Pastor, one of Peru’s most successful entrepreneurs, employs more than 90,000 people, and accounts for almost 4 percent of the country’s gross domestic product.

Peru is one of South America’s fastest growing economies, with a healthy 6 percent year-on-year growth from 2007 to 2017, on average. That rising economic tide, along with government policy, has created extraordinary social mobility: Between 2005 and 2017, the share of poverty fell from 55% to 22%, of a population of 32 million.

Know The Customer

As Peruvians’ lives have improved, the new middle class's needs and aspirations have changed: They’re entrepreneurial, expect great services, and want the best for their children. That challenge and opportunity led Rodríguez-Pastor to enlist IDEO to bring our empathic approach to the construction of Innova Schools, a new school system, and to redesign Interbank's customer experience"

Success in these two projects bred ambition. Intercorp, Rodríguez-Pastor realized, needed to build two capabilities: a deep, bedrock understanding of the new middle class, and an innovation capability with which his companies could create new products, services, and experiences. “I want a little IDEO,” Rodriguez-Pastor said, and the germ of LVL took root.

A Lab Takes Shape

In early 2014, as contractors broke ground on the Lab, its founders set about hiring an eclectic team from across the globe and undertook their first project: to deeply understand the needs, desires, hopes, and dreams of the emerging middle class.

Three months of ethnographic research was followed by three months of bringing their insights to life. LVL’s team surrounded themselves with mementos of people’s lives: toys, products, ads, as well as video interviews with families, to help Intercorp’s executives literally step into the lives of their prospective customers.

Solutions and Skills

Powered by those insights, La Victoria Lab has brought human-centered problem-solving to a variety of Intercorp’s companies, including new retail ventures, and improving the cinema-going and banking experience.

In 2015, the Lab began scaling its efforts to build innovation capabilities across all of the portfolio companies by using IDEO’s innovation readiness assessment, Creative Difference. Each company received a report of their strengths and improvement areas, and as a result, LVL facilitated workshops and community groups focused on building essential capabilities.

"Creative Difference is the first tool that has allowed my team and the organization to have a precise picture of where we are in the spectrum of doing truly innovative work. Now, we can identify our strengths and areas of improvement, we can develop work plans and actions based on data, and can start to really dig deep into innovation,” says Aurelia Alvarado, Director of Innovation, Innova Schools.

La Victoria Lab’s experiments are catalyzed by Intercorp’s scale, reach, and national ambition. Innova Schools, for example, is now Peru’s biggest private school network (read more about Innova here). And Interbank’s new retail experience rolled out to more than 180 branches nationally.

As LVL matures, its focus is changing, says Hernan Carranza, Chief Innovation Officer, Intercorp. “There's a transition taking place at La Victoria Lab, from a studio undertaking typical design projects, to a platform for impact-led journeys that start at pipeline discovery, defining key performance indicators, all the way to implementation and stewardship."

Just as important as the projects it delivers is the wider intent of LVL. The aim is for IDEO’s role within La Victoria Lab to wane, as Intercorp’s waxes, and the company’s internal Innovation capability and culture strengthen. LVL’s ventures range from mindset-changing initiatives, such as curating Peru's largest innovation festival, to deeply transformative endeavors targeted at reinventing the core value propositions of Intercorp's insurance, drugstores, and medical services. It envisions massive cross-organizational transformation.

“Innovation,” said Rodríguez-Pastor, “is too important to be outsourced.”

Keep up to date with the latest projects from La Victoria Lab: lavictoria.pe

"For the latest developments on our work with Intercorp, head to "The Possibilities Business: An Oral History of Organization Transformation"

While we designed a new family of acoustic amps for Fender, we squeezed into an Airstream for two months to better understand the touring musician lifestyle. And when we wanted to better understand the environmental impact of the things we design, we visited a sewage treatment plant to see what happens when a product can't be recycled.

We go after big problems that have never been solved. And by going all in on the unfamiliar and uncomfortable, we’ve come up with creative solutions that we might not have imagined before.

As an industrial designer, I’m a builder. I experience the world with all my senses and apply my tangible building skills to make experiences and systems. Technology inspires me because it's always been an important vehicle to advance our current state. With technology racing forward at an ever increasing pace, some advancements can impact us on an unprecedented scale. As shapers of the future, we must strive to understand the consequences and implications of emerging technology. We do this by asking ourselves uncomfortable questions about possible outcomes during the design process in areas like healthcare, the future of work, and the circular economy.

In order to better understand how emerging technologies could affect our day-to-day life, my colleagues from multiple design disciplines—industrial design, data science, communications, interaction design—and I embarked on an internal IDEO project that could give us some clues. We got curious and asked ourselves, How might the way we’re communicating with each other change with new technology? How might we collaborate together in the future when we can show up in different realities? What could be possible if the digital and physical world blend seamlessly into each other? How will we protect our privacy if we can teach devices our most personal preferences, and what will happen to our data?

We named our project The Discomfort Zone.

In order to explore these uncomfortable, out-there questions, we had to experience them ourselves, and to experience the future we had to build it. Here are the tools that we built:

Personalized Intelligence: by building a camera that can be taught to take the best self portraits based on individualized feedback, we experienced the idea of actively teaching machines our preferences. The user trains it on their ideal lighting, placement, composition, head tilt, and facial expressions. While it may seem like a trivial thing to create, teaching machines to see us how we see ourselves can show us the path to building other devices—like health devices—that the user can teach to adapt to user preferences and feedback.

Complementary Media: a device that can be taught to recognize facial expressions and emotions, then generates an appropriate, customized emotional expression for each user—like a personalized emoji—helped us imagine more depth and expressiveness online using artificial intelligence. This tool can communicate real human emotion, which could lead to improved communication among children, for example.

Shared Realities: a tool, bridging the physical and virtual, that allows workers operating in VR to sense the presence and movements of colleagues around them as if they are on the same plane. An exploration of how virtual and augmented technology might improve collaboration, it allows people to respond to virtual coworkers’ cues without fully disrupting work in the virtual environment.

Network Empathy: code that enables a user to anticipate how large social or interconnected user networks will react to messages before they are posted, bringing deeper understanding and empathy to online communication. With cues from large online networks, smart technology becomes even smarter and empathetic interaction online becomes easier—especially when it is applied to high-profile communications, or at mass scale among networks that might be discussing politics, health, or education.

Meta Identity: code that is invisible to naked eye can be embedded in an object to make it readable by a machine—not unlike a barcode—and give it meaning online. Branding and production methods might evolve toward this physical tagging method, so that users easily learn about physical objects they see, and find them online. Making the physical as searchable as the Internet could further empower consumers to align their purchase decisions with their beliefs and values.

As designers, it is our responsibility to explore the discomfort zone, design holistically, and consider the full range of possibilities of what we create. For example, as much as Network Empathy was intended to be an inclusive tool, it could also be used to manipulate public opinion by predicting the reaction of large audiences. If we use Personalized Intelligence to teach our devices our most personal preferences, what becomes of this new personal data? And who is the owner of this information: the device, the platform, or the individual?

Because technology will serve us on an even more personal level, the stakes are high. Designers are uniquely stationed to be the connectors in an ever more complex ecosystem of stakeholders, and we must ensure the tool leaves the lab and enters an ecosystem with safeguards in place to have a positive impact.

We’re at the dawn of something big and unknown. New technologies are shaping the future in ways we haven’t even thought of yet. Some of them will have extraordinary benefits, while others, through unforeseen capabilities or even sinister intentions, may have unwanted consequences. But as designers, it’s up to us to explore them early, dive into the unfamiliar, and do what we can to shape the future for the better. We’d love for you to join us here in The Discomfort Zone.

The Discomfort Zone was a collaboration among many designers at IDEO. Special thanks to all involved, including the core design team: Leo Marzolf, Jochen Weber, Brooke Thyng, Christian Ramsey, and Nan Tsai.

So much of being a designer is being willing to embrace the uncomfortable. We create new products, experiences and systems for people whose needs are different than ours—sometimes really different.

In one sentence, who are you?

I am an illustrator who enjoys bringing any amount of joy to people through my creations.

What do you do? How did you learn how to do it?

I create different drawings using pencil and ink. The illustrations range from patterns to caricatures, unique creatures, and other one-off ideas. I grew up sketching and doodling and it has continued. When I moved to LA, I was suddenly surrounded by an amazing cadre of artists and creators who constantly inspire me, as well as push me to keep improving myself. That is how I learned my craft and continue to learn, because I believe you never truly finish learning.

What are your 3 favorite possessions?

Miniature Back to the Future 2 hover board; Magnum P.I. Tiki Mug; a drawing of my fiancé and me, which she drew. Not in that order.

What does a typical work session look like?

I have a running list of ideas and sketches that I pull from if I don't have an art show with a specific topic that I am working towards. Usually, I'll do some Google searches on the topic at hand and pull a bunch of reference photos for perusal during the pencil drawing stage. I sketch out the drawing inside a pre-drawn area, such as 4x6 or 5x7. Art that is easy to frame is always a goal of mine, because I love framed art and it drives me mad when I see things tacked onto a wall or cork board. After finalizing the pencil drawing, I'll usually step away for a moment or two to play a video game or watch a show. I like to do something that differentiates the time between stages. Once I come back to the drawing, I pull out all the different micron pens that I think I will use for the piece. I check the nibs, and then I begin inking. I put on dramas in the background to listen to, or things I've seen a ridiculous number of times. West Wing and Parks and Recreation are two such shows.

I don't like to start inking unless I am going to finish a drawing that night. Sometimes, a piece is too large, and I have to break it up over two nights. If that happens, I make sure the pens I've used on the previous night are away from all my other pens. I do this to achieve a consistency within the lines. Once finished, I scan the piece, put it within a predetermined frame, and pack it up for a craft fair or deliver it if it's for an art show. Rinse and repeat as necessary.

How do you get over creative block?

I used to stop drawing and just stew for a bit until it finally passed, which could take a bit of time. As I've gotten older, and ever so slightly more confident in my abilities, I push through it. I just keep drawing. Yes, sometimes the drawings are awful, but as Lauren (my future wife) always says, "sometimes you just have to pass a rat."

How do you see the world in 2078?

A lazy utopia, filled with autonomous everything. Humanity will have moved past Earth and outward into the stars while robots cater to our every whim and we become fat and happy. I could be confusing my vision of the world in 2078 with the timeline in Wall-E—who doesn't yearn for the saccharine dreams of Pixar in 2017. It is tough to image the future right now because at this moment it feels as though we are hanging by a loose wire, and any minute now someone with a spray tan is going to cut the wire and tell us all how huge his ratings are, as we all fall to our collective doom. I hope we make it to 2078, if only so that I can enjoy my hover chair and 128-ounce Slurpee.

What’s number one on your bucket list?

I should say something epic like bungee jumping off of Thomas Jefferson's nose on Mount Rushmore, but honestly, I'd like to have my own artist's studio. Some place I could retreat to and tune out the world and draw silly pictures. That to me is something I want to do before I fade out of this existence.

Who are you creative crushin’ on lately?

I've had a one-sided love affair with Dustin Harbin for a long time. I own two of his original pieces and his diary comics book. The man can use an ink nib like Aaron Sorkin can turn a phrase.

I’ve been creative crushing on Austin Salmi since I saw his doodles, patterns, and adorable characters on Instagram almost two years ago. Austin’s work, learned through practice and osmosis in his job surrounded by artists, has a giggly character about it that fits his intention to hide the ugliness of the world for a moment, and make lovely order out of chaos. I got to learn a bit more about him and his process in this installment of Creative Crushes.

We had just begun work on a project exploring how we might help a medical-liability insurance company increase patient safety by learning from past incidents. As we talked, our conversation shifted away from excitedly imagining ideas for data-driven tools toward ways our work might potentially do harm.

What if our designs ended up raising premiums for doctors and, in turn, healthcare costs for patients? What if they kicked doctors off their insurance? What if doctors stopped reporting adverse events to keep their premiums from rising? There was real potential that our work could result in reduced patient safety or increased cost of care. We could inadvertently build a tool that could be used against the very people we were trying to help.

Today, data systems and algorithms can be deployed at unprecedented scale and speed—and unintended consequences will affect people with that same scale and speed. How can we always make sure we’re putting people first when designing large scale systems? Especially when those systems will change over time and evolve without direct human supervision?

The seed planted during that bar conversation has grown into a set of principles, activities, and now a set of cards that our teams—both data scientists and designers across every other discipline—use to ensure we’re intentionally designing intelligent systems in service of people.

We’re far from the first people to ponder this. We’ve been inspired by organizations like AI Now and Data + Society, books like Weapons of Math Destruction and Technically Wrong, academic communities like FATML and CXI. In particular, we’ve been eagerly following O’Reilly’s series on data ethics (and encourage you to read their free ebook, Ethics and Data Science).

To develop our own set of guiding principles, we started with people. We talked to folks all across the globe: We interviewed IDEO teams about where they found challenges. We spoke to our clients about where they saw intelligent systems go awry. We spoke to the public about where smart designs seemed to cross lines. We observed and read about AI systems that had gone off the rails and worked to understand how this might have been avoided. We learned a lot.

We came up with an original design, iterated on them, and landed on a set of four design principles and ten activities that can help guide an ethically responsible, culturally considerate, and humanistic approach to designing with data. These activities are meant to provoke thought; they’re a vehicle for introducing new ideas and stimulating conversations around ethics throughout the design process.

To start, here are our principles:

1. Data is not truth

Data is human-driven. Humans create, generate, collect, capture, and extend data. The results are often incomplete, and the process of analyzing them can be messy. Data can be biased through what is included or excluded, how it is interpreted, and how it is presented. Unpacking the human influence on data is essential to understanding how it can best serve our needs.

2. Don’t presume the desirability of AI

Just because AI can do something doesn’t mean that it should. When AI is incorporated into a design, designers should continually pay attention to whether people’s needs are changing, or an AI’s behavior is changing.

3. Respect privacy and the collective good

While there are policies and laws that shape the governance, collection, and use of data, we must hold ourselves to a higher standard than “will we get sued?” Consider design, governance of data use for new purposes, and communication of how people’s data will be used.

4. Unintended consequences of AI are opportunities for design

Just as with any design endeavor, we know that we’re not going to get it right the first time. Use unanticipated consequences and new unknowns as starting points for iteration.

To get started with the activities, you can download the cards here. We hope that these activities provoke dialogue and provide concrete tools to help our community ethically design intelligent systems.

Thank you to the larger team who helped make these cards come to life—Ben Healy, Jane Fulton Suri, Jess Freaner, Mike Stringer, Justin Massa, Connie Oh, and KP Gupta, who designed them.

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A design researcher, a business designer, and a data scientist were sitting at a bar. It sounds like the setup of a joke, but the conversation was actually quite serious.

As a user experience and interaction designer with a hybrid art and tech background, I’ve long been a fan of the concept of using art and design as a Trojan horse to make tricky concepts accessible. Through intrigue, curiosity, and play, these experiences can bypass our biases and open the door to understanding, without requiring deep comprehension. If you’ve ever visited a children’s science museum and watched kids excitedly engaging with subjects that would bore them to tears in book form, then you’ve seen the power of experience and play at work.

Meet ERNEST

That’s why my colleagues and I created ERNEST, an installation that gives the viewer the job of training a rudimentary artificial intelligence. Using facial and emotional recognition tech, ERNEST shows the user imagery and tries to see how happy it makes them. Our goal for this project was to engage users in a game-like experience to help them understand how machine learning models are trained, and subtly hint at the areas where bias could creep in.

Fellow IDEOer Matt Visco and I wanted to make sure ERNEST didn’t look like a modern computer—we designed it to look vintage. With its old hardware and nostalgic graphics, ERNEST doesn’t feel smart on the surface. Its look is meant to evoke a time when computers carried the promise of a utopian future, prior to mass connectivity and the ubiquitous collection of personal data.

The full installation uses five monitors, two computers, and three Raspberry Pis, which power several video loops that reveal the training data behind ERNEST, and give passersby a sense of the experience even if they don’t engage directly with it.

How it Works

ERNEST uses computer vision to perceive the user ambiently through facial recognition, allowing it to detect when a user is looking at it and how far away they are. When a user gets close enough, ERNEST comes alive and asks the user to help it learn. It then shows the viewer images intended to make the user happy, and gauges their emotional reaction based on their facial expression using a pre-trained model. The facial tracking and emotional data is displayed to the viewer in real time, encouraging users to make faces at ERNEST. Viewers can then validate the accuracy of the model to help ERNEST know if it was correct or not.

(Sound complicated? The video below might make it clearer.)

We installed ERNEST in IDEO San Francisco’s lobby for a couple of months, and also brought it to the San Francisco Art Institute Fort Mason Gallery for the CODAME Intersections exhibition in November 2018.

The Results

Many participants loved to challenge ERNEST, often emoting in varying ways through numerous loops of the game. Once, a group of participants spent nearly 20 minutes playing with ERNEST, takings turns to compare how it perceived each person.

When viewers interact and play with ERNEST, we’re helping them see that machines can have almost human-like perception, reacting differently to different faces, and sometimes being uncannily accurate...or completely wrong. The wrong guesses were in many cases more interesting, and were in fact a very intentional part of the design. We wanted users to see that artificial intelligence is sometimes not as intelligent as we might think.

ERNEST is meant to be a game, but what happens when real-world AI makes the wrong guesses? Or what if those wrong guesses are uneven, indicating an unintentional bias, such as working well for some faces but not others?

We wanted people to realize that designing systems that can ambiently perceive humans without direct input is rife with ethical concerns. And already, systems like these are being deployed at scale. The Guardian predicts emotionally-aware tech is already a $20B industry. Even something seemingly benign like ERNEST causes us to wonder—if an AI is trying to make the viewer happy, who determines what “happy” is? What if bad actors train Ernest to think that disturbing content is “happy?” What if the technology is repurposed to provoke anxiety or anger? What happens if we deploy technology like ERNEST widely?

Of course, ERNEST only scratches the surface of these big ethical questions, but we hope that it helps give people insight into how artificial intelligence thinks, and the ways its thinking can be flawed. The more that we as a society can start to understand these systems, the better we can judge their quality, and work to design them to be in line with our shared human values.

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Artificial intelligence and machine learning are among the hottest topics of the tech world, but some of us at the frontier forget that many people feel intimidated—or even afraid of—these technologies. The pop-culture trope of machine intelligence gone rogue has been a part of our cultural psyche for a good 150 years. Think 2001: A Space Odyssey’s HAL 9000, The Terminator’s Skynet, and The Matrix’s... Matrix. Combine that fear with arcane tech-speak like “recurrent neural network” and “generative adversarial network,” and in addition to feeling emotionally intimidating, AI and ML can also feel incomprehensible.

I help organizations cut through complexity by shaping how they show up, through brand strategy, identity, and storytelling.

Working at the intersection of brand and business, I bring an editorial eye and a bias toward making—turning ideas into tangible experiences that people can understand, trust, and believe in.

My work spans government, healthcare, financial services, media, and consumer goods, from launching Gen Z-focused ventures to building innovation labs and reimagining legacy brands. I relish moments of ambiguity and enjoy translating across teams, perspectives, and priorities to move ideas forward.

I started my career in editorial and digital design, shaping cross-platform experiences and identity systems in publishing and agency environments. That foundation still shapes how I work today: I’m detail-oriented, collaborative, and overreliant on the Oxford comma. I hold a BFA in Visual Communication from the School of the Art Institute of Chicago.

For 25 years, I've asked the same question: Who does this design exclude—and what are we going to do about it?

My work spans human-centered strategy, inclusive design, and qualitative research, with clients ranging from Microsoft, Google, and Verizon to the National Science Foundation, and San Francisco Unified School District.

Before IDEO, I taught elementary school in East Palo Alto and spent a decade doing design work with social service organizations—where I learned firsthand what it costs people when systems are built without them in mind.

I am currently writing User Error, a nonfiction book about digital access and the design decisions behind it. I live in Oakland, California.

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My expertise spans brand, communication, and product design across tech, education, the arts, and social impact.

I believe great work demands both high-level vision and obsessive attention to detail, and only happens through collaboration.

I bring an inclusive, hands-on approach and a deep understanding of business, which enables me to consistently deliver excellence while always asking why.

Before joining IDEO, I worked at the brand firms Pentagram and VSA Partners. I began my career as a designer, leading teams at the School of the Art Institute of Chicago and the Milwaukee Art Museum. I hold an MFA in graphic design from Maryland Institute College of Art and a BFA in communication design from the Milwaukee Institute of Art & Design, and have taught at some of the best design schools in the US.

I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth. Specifically, I have helped Chinese companies design holistic brand solutions through the development of their products, communication, services, and innovation teams, and I have helped multinationals expand their presence and influence in China.

I advise global leaders on developing China-led innovation and capabilities.

In over 15 years in IDEO Shanghai, I have worked on projects that use design to elevate the quality of the experience of healthcare products and services, streamline processes that increase productivity, create spaces and programs that promote and enable inclusive communities, and build next generation mobility solutions that are planet-positive.

Before joining IDEO, I worked at Philips Electronics and the Electrolux Group in Italy, the Netherlands, and Singapore on a number of breakthrough commercial products. I am a member of the Young President Organization in Shanghai.