When it comes to food, we often have to choose between health, convenience, and taste. Parents struggle to get their kids to eat veggies. The same daily salad can become boring or bland over time. Produce often withers in the crisper drawer.

Betterer Foods set out to make one of the world's favorite foods healthier. Rice is a beloved food across many cultures, but many people now avoid simple carbohydrates due to diet restrictions or health concerns. Innovations and alternative options have mostly been limited to products in the freezer section, like riced cauliflower.

Betterer Foods created RightRice: a dry, shelf-stable grain made from rice and vegetables, including lentils, chickpeas, and green peas. RightRice has more than double the protein, five times the fiber, and 40 percent fewer net carbs than traditional rice. But the product still tastes and looks like rice, and is faster and easier to cook.

RightRice founder Keith Belling, the founder and former CEO of popchips, asked IDEO to design a brand that would communicate the product’s benefits. The start-up needed everything from a defined target consumer and brand story to a stand-out package design, website, and go-to-market materials.

The team listened to people's challenges with rice and eating healthfully: home cooks find it difficult to store fresh foods without them going bad, busy professionals are strapped for time when preparing balanced meals, and parents sneak vegetables into dishes like casseroles or mac and cheese. Some consumers say they avoid rice because it’s a carbohydrate, which is forbidden in so many of today’s diets. People describe themselves as “carb phobic” or say they consider rice a “guilty pleasure.” Others don’t eat rice because it makes them feel sluggish or bloated, or is too difficult or time-consuming to prepare. Overall, people wished rice could be healthier, simpler to cook, and still taste delicious.

IDEO translated these insights into a brand foundation that helped RightRice come to life on shelves, online, and in the world. The package messaging emphasizes the vegetable ingredients, and the cut-out window lets consumers see that the product looks like rice. The shape of the window simultaneously forms a bowl of rice and a smile.

Rice is a household staple around the world. The RightRice brand makes it easier for consumers to have health, convenience, and good taste in one accessible product. RightRice launched nationwide in Whole Foods and Amazon in February 2019.

Since this launch, the company has expanded both its reach and product line. RightRice is now available in nearly 5,000 retailers nationwide in addition to Whole Foods and Amazon, including Sprouts, Wegmans, and approximately 1,800 Kroger stores. Over one million bags have been sold.

The company has received numerous awards and acclaim, including being named “Best Plant-Based” by People’s 2019 Food Awards. Building on the success of RightRice, Belling and his team launched RightRice Medley, a blend of RightRice, ancient grains, and vegetables, in 2020. This new product, which features the same branding the company created with IDEO, has doubled the company’s shelf presence at Whole Foods.

After 40 years of rapid development, China's economic growth has reached a critical turning point.

However, looking at the world, today is also the most complex and uncertain era in human history. The traditional engine of economic development is slowing down, while innovation and other emerging ideas are helping the economy burst into dynamism. To ride this trend, China has already put in place comprehensive policies to ensure that the country can achieve this magnificent transformation—not only to maintain economic growth, but also to achieve high-quality development. To this end, what China needs most is a group of new business leaders with a sense of cooperation and innovation to lead and realize this change as a pioneering force.

People of insight can often see the situation clearly with a forward-looking eye. China's society and economy are undergoing transformation and upgrading, and market demands are constantly changing driven by technology. While seeking business development, many mature entrepreneurs with successful experience have realized that they need to explore some of the most essential issues inwardly, including: The original intention and mission of the enterprise and the role that enterprise leaders should play. However, without a systematic approach, transformation and upgrading, strategic decision-making, management mode and cultural construction cannot truly serve the enterprise

As a top institution of higher learning in China, Tsinghua University has always placed an important strategic position on cultivating innovative talents for China. IDEO is the world's leading design and innovation consulting firm. As a pioneer of design thinking, IDEO has always been committed to applying design and innovation capabilities to solve the world's most complex problems. After discovering the need for China's economic and social transformation and the need for innovative leadership by Chinese entrepreneurs, Tsinghua University and IDEO jointly launched the "Leading China" program in 2018. This program is aimed at senior management of Chinese enterprises, and aims to train entrepreneur trainees to use new perspectives and ideas through a one-year innovative leadership course to seek solutions for the systemic changes that need to be achieved in the process of social transformation in China.

The students of the first "Leading China" program came from more than 30 entrepreneurs from 20 different industries. The teachers who participated in the lecture included 73 Chinese and foreign experts including Shan Jixiang, the former dean of the Forbidden City, Masahiro Kuroyama, the father of Japanese industrial design, and Jake Knapp, the inventor of "Design Sprint". As China's first innovative leadership course with design thinking as the core, the project is equipped with "design to open enterprise creativity", "reshape enterprise competitive advantage", "forge innovative business system", "innovate with the help of finance", "embracing Industrial Revolution 4.0" and "Win-win China Created 2030" six modules. The trainees traveled to nine cities in one year, and completed the courses in the interactive teaching of inspiration and the exchange and sharing of practical experience. Many students said that the course not only helped them find the direction and path of enterprise reform, but also improved their way of thinking, strategic planning and leadership models.

Liu Feng, the founder of Top Intelligence, gave an example of the inspiration brought by the six pillars of "vision-led" enterprise reform. Through "vision leadership", he not only sorted out the original intention and values ​​of the company, but also launched a series of measures based on this starting point, which improved the company's various aspects from the telephone customer service process to the organization of the annual meeting, and mobilized the enthusiasm of employees. This greatly improves the company's efficiency and flexibility. Ting Zhihong, chairman of Hongtu Logistics Co., for example, said that the biggest change brought by the course is her awareness of the importance of empowering the team. The company has now built many platforms to give employees more room to play, to create markets, to put decision-making on the front line, and to let employees play the role of company operators. Her company doubled its profits in 2018. Hu Chao, founder and CEO of Leyou Pregnancy and Baby, introduced that what most executive courses learn is knowledge, and what this course learns is people-oriented values ​​and ways of thinking.

The students of the first class of "Leading China" graduated in December 2018. Regarding the course of this year, Wang Jingwei, former assistant dean of the PBC School of Finance, Tsinghua University, commented: "Since the project was launched, we have not only witnessed the true value of design in a business context, but also experienced first-hand the use of people-oriented The difference between the designed executive courses is that the entrepreneurs who participated in the courses quickly entered a state of immersive learning, and many students quickly began to practice the methods they learned in the enterprise.”

On April 8, 2019, the list of winners of the 3rd "Changing the World Innovation Award" was announced, and the "Leading China" project was shortlisted for case nomination, becoming the only Chinese innovation case in the education category. The "Change the World Innovation Award" was announced by Fast Company, one of the world's three major financial and business media organizations.

As one of the world’s leading smartphone manufacturers, the Chinese brand vivo is widely known for its exceptional technological innovation and top-of-the-line photography and gaming hardware. But in an increasingly saturated phone market, vivo understood that it wasn’t enough to lead the pack based solely on technological excellence. To win the hearts of young Chinese consumers, they needed to become a beloved brand.

China consumes roughly 30 percent of the world’s smartphones, presenting a tremendous market opportunity to brands who wish to capture young consumers’ loyalty. In order to achieve that, vivo wanted to design a complete brand experience beyond the devices themselves—one that would express the joyful vivo brand spirit through services and retail experiences. One of their first key initiatives was to build its first concept store in an iconic building in Shenzhen, China.

Before building the concept store, vivo approached IDEO to explore what kind of in-store experience would resonate with young Chinese people. The concept store needed to convey joy in a meaningful, tangible way, while also setting the stage for vivo’s future brand systems. With this in mind, IDEO set out to explore how vivo’s young consumers experience fun.

After conducting research in four different cities, IDEO shared the stories of young Chinese consumers back with the vivo team. Their interviews revealed that young people value experiences that enrich their lives and create a feeling of positive personal transformation. They seek opportunities to expose themselves to new experiences, express themselves in different ways, expand and deepen their social connections, and build knowledge and skills.

Through this understanding of how young Chinese define “enjoyment,” IDEO helped vivo identify the value proposition of the concept store as expressing oneself in new and different ways. The store would allow every visitor to see something unique and find a fresh perspective. The vivo team took that value proposition into a design brief and later built out the space and interactive experiences.

The concept store launched at Shenzhen on March 22, 2019, featuring an upper level dedicated entirely to interactive experiences with photo booths, sound recording, and lighting technology. The engaging, lively and positive atmosphere of the store represents a major milestone in vivo’s transformation from a smartphone maker to a consumer brand.

WATCH: Official launch video provided by vivo.

As China's agriculture moves towards scale and sustainability, helping farmers grow healthier food with resilience is a matter of national economic security and individual livelihoods.

Bayer Crop Science—with its mission to accelerate China's agricultural modernization and benefit Chinese farmers and consumers—has provided high-quality products for millions of growers in China over 18 years. Yet its service relies heavily on multi-layered distributors and retailers across the country. The last mile of Bayer’s product delivery spreads across tens of thousands of highly fragmented retail stores, making the quality of service difficult to monitor and control.

Together with IDEO, Bayer Crop Science aimed to uncover new ways to engage with local farmers and retailers, and develop design concepts for its diverse set of retailers—establishing local relevance as well as the potential to scale nationwide.

With this ambition in mind, a team formed by Bayer Crop Science and IDEO launched into a design sprint in the rice fields of China’s Anhui province. Field research uncovered multiple challenges facing Bayer Crop Science’s retailers. First, each store needed to serve more than one hundred farmers, many of whom rely solely on the store owner to understand how to use the products. Retailers struggled to meet a high daily demand for direct support in a way that provided a positive customer experience.

In turn, farmers felt they had insufficient access to expert advice. While many farmers shared similar needs, there was no system for aggregating requests or arranging group instruction. Given that many rice farmers are illiterate, pre-printed educational pamphlets had limited impact, and retailers lacked tools for providing targeted support. And because the retail stores were also used for storage, little space remained for educational or community programming.

With these constraints in mind, the team needed to come up with ideas and design concepts that could be easily integrated into the daily lives of the retail store owners. The team brainstormed hundreds of concepts and quickly prototyped a select few. One retail store in Dangtu was transformed entirely into a live prototype set. Over three days, more than 50 farmers and retailers came through and provided feedback. From there, the team was able to make daily iterations of the concept, evolving the experience in real-time.

The Bayer team was energized by the potential of these prototypes to enable more customer-centered retail experiences. An exhibition of the concepts was set up during the National Annual Sales Conference of Bayer Crop Science in China, during which a much wider audience from Bayer experienced not only the concepts, but also the immediate feedback from farmers.

One year after the project’s completion, more than half of the design concepts have been included in Bayer's support kit for dealers. In 2019, these concepts will be rolled out in more than 1,000 flagship stores across China.

The work has also accelerated Bayer Crop Science’s efforts to build an ongoing engagement mechanism with its retailers and growers. Its online platform, Bayer Joy Grower, now has more than 10,000 retailers and will be expanded to growers soon.

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.