Over more than a century of leadership in the food and beverage industry, The J.M Smucker Company has expanded its range of products to maintain its relevance and address market demand. Today, the company leads numerous categories, with beloved products like Jif, Milk-Bone, and Folgers, which are the top choices of millions of Americans. By growing and diversifying their brands over the decades, Smucker has successfully weathered major shifts in consumer habits and technology. Today, though, CPG companies are experiencing unprecedented disruption, and leaders at Smucker understand that the escalating pace of change will require more than just new products.

Geoff Tanner, Senior Vice President, Growth & Consumer Engagement at The J.M. Smucker Company recognized the need to identify new market opportunities and establish practices that put innovation and growth at the heart of their business. And he saw the potential to bring those goals to life through his relationship with IDEO.

WATCH: Balancing innovation and efficiency through design has helped Geoff Tanner, Senior Vice President, Growth & Consumer Engagement at The J.M. Smucker Company, brave the unfamiliar, transform organizations, and ultimately bring game-changing ideas to market faster.

Geoff has stewarded a close partnership with IDEO for over a decade and throughout roles at numerous organizations. Together, Geoff and IDEO have worked on 25 projects, beginning while Geoff was VP of Marketing at Big Heart Pet Brands, and continuing on throughout his career at The J.M. Smucker Company. By working with IDEO to adopt a design thinking approach, Geoff has enabled collaboration across teams and empowered his organizations to find new ways of working that result in measurable business impact. For The J.M. Smucker Company, the partnership has brought creativity and human-centered design to the forefront of its operations, strengthening its ability to bring new products and brands to market and create a pipeline of growth.

WATCH: The J.M. Smucker Company has shifted to embrace growth and innovation as a mindset throughout the organization to bring more consistency to the innovation process.

Looking to the past to creatively connect with the future

As an example of this, Geoff and The J.M. Smucker Company suggested to IDEO that they explore how Folgers, America’s leading at-home coffee brand, might resonate more deeply with a millennial audience. Design research revealed that the mindset of today’s millennial coffee drinkers aligned with Folgers entrepreneurial brand roots. The teams collaborated to create a new concept: a brand called 1850 and an end-to-end, go-to-market product experience, including packaging, retail, and merchandise. 1850 hit shelves in 2018 and has since been reported by IRI Advantage as the top launch in the Coffee Category for 2019.

Frankly, I don’t think innovation gets any easier. You just get a little more comfortable with the discomfort, and that’s when the work starts to get consistently better.

Geoff Tanner, Senior Vice President, Growth & Consumer Engagement, The J.M. Smucker Company

Creating an innovation pipeline that’s inspired by consumers’ needs

With 1850 underway, Geoff and The J.M. Smucker Company continued to invest in human-centered design to drive new offerings. The next collaboration with IDEO explored how Jif, the iconic peanut butter brand, could extend beyond the jar and become more readily accessible and appealing to busy parents who want to feel confident about the snacks they give their kids.

The design team was moved by the challenges that parents face: They want the best for their kids, but struggle to choose between what’s wholesome and what’s convenient on a daily basis. The ideal foods are filling, nutritious, and energizing, but often take more time to prepare and aren’t backpack or carpool-friendly. On the other hand, more convenient options tend to be full of empty carbs. Based on this insight, IDEO and Jif decided to tackle the snack-time parenting struggle. The IDEO and Jif teams worked side-by-side to prototype multiple product ideas and formats and tested them with on-the-go families to ultimately create Power Ups.

Available at over 200 retailers worldwide and online at Amazon, Jif Power Ups make wholesome, delicious grab-and-go snacking possible for kids and parents alike, across products ranging from Soft Baked Bars to Creamy Clusters, which are filled with peanut butter and rolled in whole grain oats. All are made with peanuts as the first ingredient and contain no high fructose corn syrup. Since going to market in 2018, Jif Power Ups has been named the top innovation launch in the Snack Bars category by IRI Market Advantage.

Design thinking underpins everything we do.

Geoff Tanner, Senior Vice President & Corporate Officer, Growth & Consumer Engagement, The J.M. Smucker Company

WATCH: The J.M. Smucker Company is on a transformational journey, committed to three pillars of growth: Lead in the best categories, build brands consumers love, and be everywhere.

The J.M. Smucker Company has experienced accelerated growth and speed to market by testing bold new ideas and evolving the role of innovation at the company. Design thinking and consumer empathy have permeated the organization’s new product development process, making it easier to uncover sharp, human-centered insights that lead to thoughtful and uniquely differentiated brands in a competitive, ever-shifting, and overcrowded industry. The work has fueled Geoff’s vision to inspire a culture of innovation at the company so that it can move at the speed of consumers and remain a best-in-class family of brands for future generations.

It’s a Thursday afternoon in Oakland, California. A line of lunchtime diners snakes out the door of dosa by DOSA. Upon entering, eaters are greeted by the smell of tangy dosa—a large paper-thin crepe made from a fermented batter of rice and lentils—and sweet, spicy chai. Turquoise chairs pop against a floor-to-ceiling mural by Oakland artist Namita Kapoor that transports diners to Chandni Chowk, one of the busiest markets in Old Delhi, as if enjoying their food at a local vendor.

In 2003, Emily and Anjan Mitra spent their honeymoon in India, savoring the street food of Anjan’s childhood in Mumbai (often still called Bombay). After returning to San Francisco, they found themselves longing for those distinctive flavors and dishes. Realizing that most Bay Area diners had never seen nor tasted these foods, Emily and Anjan founded DOSA, an upscale, full-service restaurant that introduced the Bay Area to Southern Indian cuisine. Locals came to try the unique, plant-forward dishes, and left with satisfied bellies and a broader understanding of Indian culture.

The entrepreneurs envisioned a brand extension of DOSA: a counter-service restaurant that could scale nationally. The hospitality venture, called dosa by DOSA, would offer healthful Indian street food made from local and seasonal ingredients. Emily and Anjan also set out to expand their existing product line-up—including cold lassi beverages, simmering sauces, and grab-and-go-meals—to national grocers and retailers and needed launch-ready packaging that was convenient, eye-catching, and environmentally-friendly. The new expression would enable consumers to experience dosa by DOSA and Southern India in a variety of forms and places. Emily and Anjan partnered with IDEO to establish a cohesive and consistent brand experience, from the restaurant and to-go meals to retail stores and mobile delivery.

In close partnership with the founders, their staff, Feldman Architecture and MPADA, IDEO set out to bring dosa by DOSA to life and help it scale through brand, environment, and experience design. This included creating everything from the logo and packaging to the menu and operations strategy, with each element tying back to the founders’ vision of sharing Indian heritage and traditions through cuisine.

The group began by seeking cultural inspiration for dosa by DOSA’s brand identity system—the logo, colors, values, fonts, and messaging—to guide future designs. They were inspired by Indian truck drivers who decorate their trucks with garlands, signs, or flags that engage other drivers or bring luck. The dosa by DOSA logo design and its wood-cut typeface are inspired by the dimensionality of this homespun art form, while the vibrant, eclectic colors reflect the streets and textures of urban Mumbai.

The goal of opening people’s minds to Indian cooking and culture extends to the packaging, which meets customers’ needs and playfully educates them. The food containers—made from recycled and compostable material—feature brightly patterned labels reminiscent of the trucks. Some have built-in compartments suited to multiple dipping chutneys, making it convenient to sample a variety of Indian flavors. Paper tray covers resembling Mumbai newspapers offer eating tips like “Be civilized. Eat with your hands,” encouraging diners to experience an Indian custom.

The vibrant brand comes to life across an array of packaging, including cold cups printed with the phrase “thanda thanda pani”—meaning “cold cold water”—which comes from a popular Indian parody of the Vanilla Ice song "Ice Ice Baby."

To design the diner experience and restaurant environment in a way that invites curiosity about the culture and cuisine, the team started with diners: They identified key moments in their experience like entering, waiting in line, and paying. The floor plan, furniture, lighting, signage, and menu were designed around these touchpoints. For example, while customers wait in line, they can watch dosa being prepared, as if they’re eager and hungry travelers awaiting street food.

The dosa by DOSA menu includes distinctive items like coconut kale mung bean salad and hot masala chai made with caramelized milk—the way Anjan’s mother prepared it. To help the restaurant scale, the team created a preliminary furniture, fixtures, and equipment (FF&E) budget, 3D renderings of the space, and an operations strategy for the founders and their employees.

The dosa by DOSA flagship launched in January 2018 in Oakland, California. The IDEO brand guidelines have enabled the dosa by DOSA team to independently and easily shepherd new product lines to market, including salads, wraps, curry bowls, samosas, and simmer sauces. The brand’s packaged food launched in over 200 natural food stores in 24 months—including over 100 Whole Foods locations—as well as online retailers and delivery services like Good Eggs and Caviar. These items and the restaurant have helped Emily and Anjan realize their vision of bringing the flavor and spirit of Southern Indian cuisine to new communities around the world.

In recent years, due to shifts in Japan’s demographics, the food industry has faced challenges such as a decrease in market size and a shrinking number of producers. As a result, social impact opportunities abound in this field.

When Japanese software company NJC (Nippon Jimuki Co. Ltd.) approached IDEO seeking to identify new business opportunities that would build on the company’s core strengths, the food and agriculture industry rose up as a promising area of focus.

NJC is a well-established software company that has spent over 50 years helping to build backend business systems for small to medium enterprises. NJC works across healthcare, retail, and food and beverage, computerizing core processes to support and improve operations.

In partnership with IDEO, NJC explored its strengths and potential as an organization, as well as the ideas and visions of the employees, and emerged with the goal of using their capabilities to address large-scale issues facing regional farmers.

During research across Japan, local growers described challenges with multi-layered supply chains and analog systems, which led to “overwork for minimal profit,” as well as a gap between supply and demand. Because agricultural wholesalers lacked clear information in advance on the status of crops or the volume to be harvested, they struggled to negotiate with buyers, which led to wasted food On the other hand, the farmers who grow the crops are engaged in manual labor, and do not always have the energy to focus on business aspects such as efficiency or the pursuit of increased profitability, which leads to a diminished interest in farming among young people.

One question that emerged through research was why agricultural producers weren’t utilizing IT. This evolved into “How can profitability be improved for all stakeholders?” and, “How might we create a system that will provide useful data without creating a burden for either farmers or agricultural wholesalers?”

The result was fudoloop.

fudoloop is an app that enables farmers and wholesalers to conduct business more profitably by bringing transparency to the fluctuating produce market. Through fudoloop, wholesalers receive information from farmers a day in advance, and can coordinate the various requests of buyers, such as order size, production location and other special requests. As a result, wholesalers can function as “community managers,” doing business with both producers and buyers at a more appropriate price point.

NJC aims for fudoloop to be the first step in a cycle that brings value to all stakeholders, from farmers to wholesalers, retailers and even customers, by redefining the “middleman” role of produce wholesalers.

The population of Tokyo’s metropolitan area is twice as big as New York, and the daily influx of workers from the suburbs increases that number sixfold. Congestion on trains traveling through the center of Tokyo during commuting hours is said to reach somewhere close to 200 percent of the trains’ capacity.

East Japan Railway Company (known as JR East) is the world’s largest railway company by revenue, operating 12,000 trains daily and serving 6.4 billion passengers per year.

In March 2014, JR East leveraged their extensive operations and passenger data to publish a consumer app that provided train location information, congestion status, air conditioning temperature, and wayfinding tools.

The app was downloaded more than 3.8 million times; however, its features and usability proved unsatisfactory to users. In an attempt to be comprehensive in addressing passenger needs, the app was weighed down with data and worked sluggishly. Competitors’ apps were named above JR East in customer satisfaction surveys, highlighting the company’s need to address the tool’s usability.

JR East’s Technical Division approached IDEO to help design an attractive and consistent user-centered experience through its digital ecosystem. With a team of interaction designers, they launched a project to create a new version of their app.

During the research phase, the IDEO team observed passengers’ behaviors and decision-making processes and noticed that people were using several apps at once to get more personalized and complete information.

The team created a set of paper-based prototypes to test how users would react to various functionalities. Surprisingly, users ranked versions with limited functionalities higher than those with a broad range of features.

This insight informed a new prototype that enabled a customized user experience based on traveler needs. Wayfinding proved to be the most frequently selected feature, so the new app was designed around helping passenger navigate during their trips.

Although JR East had traditionally outsourced their app development, IDEO encouraged them to organize their own internal team. In cooperation with Pivotal—a frequent IDEO partner familiar with human-centered approaches—the internal team was trained in agile development and built the new app themselves. A prototype was released in November 2017 as “Go! by Train.” It was so successful in the market that the earlier JR East app was replaced entirely with the content of the new design.

JR East's internal development team was recognized by the company for their exceptional output, and will be integral to the company's human-centered digital transformation going forward.

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.