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.

This initiative, aimed at exploring what the next 10-15 years might bring, allowed me to leverage the full spectrum of a futurist's tools as well as those of an organizational designer—simultaneously exploring their design question while teaching and integrating foresight capabilities.

Being a futurist means spotting signals that may only be whispers today, but could become profound shifts tomorrow—shifts that companies will have to be prepared to navigate. When playing this role we use a mix of facilitative, creative, and analytical tools that not only identify emerging patterns, but also embed foresight into the organization itself, helping shape the culture to be more forward-facing. Our techniques range from examining historical patterns to scanning for signals of change to telling stories of multiple plausible futures—each designed to bring clarity to a complex environment and make emerging opportunities actionable for an organization as a whole.

What do those tools include?

Hunting for signals in the noise

Identifying and tracking signals of change is the primary activity of any foresight work. It’s focused on spotting glimpses of the future that exist in the world today. A signal might be a new idea, behavior, technology, social context, or business model that may seem insignificant now, but could redefine industries or the world at large if it scales. Recent examples I uncovered for clients include everything from the resurgence of “dumb” phones to the emergence of four-day work weeks to big tech’s greenhouse gas emissions surges fueled by the expansion of AI. Grasping these subtle shifts enables teams to broaden their perspectives and think beyond what’s currently happening.

Mapping drivers of change

Tracking and mapping broader trends and underlying drivers of change — like the climate crisis or the rapid rise of LLMs —gives further context to signals and reveals potential structural shifts influencing social, technical, environmental, economic and political systems—ultimately shaping how organizations adapt, innovate, and respond to emerging opportunities and risks in the future. Understanding the why behind these changes allows teams to build flexible strategies grounded in deep awareness of external forces.

Considering different futures

Imagining a range of possible futures challenges teams to consider different potential outcomes and to design tangible steps the company can take to either grab opportunity or avoid risk. Although it's important to imagine ideal or preferred future scenarios to create a transformative vision for the future, it's just as critical to explore potential futures with extreme uncertainty or disruption to stress-test ideas. Imagining “what if” scenarios like, “What if AI became the standard for all customer service?” or, “What if customers demand ownership of their data?”stretches a team's thinking to identify resilience strategies and become more nimble.

Preparing for disruption

Identifying and interpreting emerging paradigms helps organizations to anticipate market or strategic shifts before they disrupt, making it possible to proactively invest in nascent opportunities or manage the decline of legacy approaches or systems. It minimizes risks associated with abrupt change and encourages continuous innovation, ensuring the organization remains competitive and able to seize new growth opportunities as they arise. It’s all about building confidence in making strategic choices.

Creating artifacts from the future

A future news headline, a mock product, or an immersive experience can make abstract concepts concrete, spark discussion and inspire strategic actions that could be aligned with longer-term goals. Sometimes the most powerful stories or artifacts of the future are those that are the most mundane, like a job description or a transportation ticket set 15-20 years into the future. These  visions bring the future to life, and enable teams to embed future-thinking into strategic choice making.

Given the scale of the organization I was working with, we expanded the traditional signals exploration, mapping everything from the future of work and retirement, to the rise of a digitally-native generation, to shifts in human decision-making related to a broad and rapid integration of AI. A collaborative team of consultants and internal staff updated this tool weekly, regularly identifying and tracking trends, drivers, and future scenarios across the tech industry. And we mapped paradigm shifts in critical areas of the company’s operations, spotlighting strategic opportunities to lead change in the space.

Additionally, we developed and deployed a futures-focused curriculum and a program to engage leadership and key cross-functional stakeholders, ensuring lasting impact and sustained capabilities across the organization. Not only did we prepare the organization to anticipate and navigate future shifts, we also embedded a lasting culture of foresight, empowering the organization to lead its industry with confidence and agility.

For companies like this one, having a futurist-in-residence is no longer a nice-to-have—it’s a strategic imperative. This role is critical for two reasons: preparation and opportunity. With so many variables at play—from technological advances to societal shifts—it’s critical to have someone who can filter through the signal noise, identify potential game-changing opportunities, and help those who guide the organization to adopt a more forward-thinking approach. The role can also foster a culture that challenges assumptions, encourages innovative and creative thinking, and equips teams to identify and interpret the forces that are shaping tomorrow.

In today’s volatile and complex world, companies need futurists not just as advisors, but as strategic enablers who build futures literacy across an organization. Investing in the future means investing in the people who can help organizations see a wide array of futures clearly and act on uncertainty with confidence, helping turn that uncertainty into strategic possibility.

As part of a client engagement, I recently stepped into a futurist-in-residence-style role for a major tech company that was eager to infuse futures thinking throughout an already innovative organization.

One of the ways they deliver this value is by being more approachable and responsive to a wide range of user behaviors. Or, seen another way, by being social and emotional by default. Designers of these tools can lean into the power of emotional engagement, or pretend it isn’t actually there at all. Count us on the side of emotional engagement: We believe that designers should understand and intentionally integrate emotion into data analysis tools.

Why does emotional engagement with data matter?

Data is at the heart of decision-making, driving everything from product development to customer service. Every presentation of data is ultimately telling a story, from a dry spreadsheet to Florence Nightingale’s famous casualty diagram. But how effective, impactful and, perhaps most importantly, intentional is that story? Emotional engagement is vital because it not only makes data more relatable, but also invites curiosity and deeper reflection. By intentionally crafting the personality of conversational AI systems, we can create experiences that enhance functionality through emotional connection.

Personality-driven AI interfaces help transform the process of making sense of data into an experience that can spark empathy, understanding, and even enjoyment. This approach offers a way to help AI systems humanize data, making the interaction with that data feel less transactional and more like a conversation.

The role of personality in AI systems

Integrating personality into data presentation systems is more than a party trick to add life to your pie charts. It’s about designing tools that can communicate with users in ways that reflect their mood, tone, and even sense of humor. Large Language Models (LLMs) make this not just possible, but accessible to everyone who needs to present data. By generating natural-sounding dialogue and infusing it with personality, LLMs allow for conversations that resonate emotionally—and at times playfully—rather than just delivering dry data. We believe all data tells a story, and LLMs can help you tell a better one.

What can that look like in practice?

During a recent workshop we hosted at HCI International 2024, we asked participants to design AI-enabled systems using an evolved version of the "Talking to Docs" framework. Our goal was to strip back the LLM interface as much as possible, until it contained just the elements we wanted to explore: a base prompt and a searchable vectorized document set. This simplification let our participants experience how setting intentions around personality and emotional framing through prompt engineering can recontextualize their unstructured data (held in the vectorized document set). Each participant took a unique approach to how their unstructured data could be presented in a more intentionally humanized way, blending functionality with personality. Here are some of our favorites.

1. Exploring Newton’s Principia Mathematica with an enthusiastic fitness coach

One participant created a conversational system to explain Newton’s Principia Mathematica in the style of an overly-enthusiastic fitness instructor. This personality is rooted in humor and contrast. Principia contains some of the most revolutionary ideas in physics, not to mention that it’s written in Latin–not an inviting combination. By choosing the framing of a fitness coach, the system immediately added a whole different set of cultural signifiers. But, the benefits went beyond style. The system actually framed its explanations of the ideas in the text as fitness metaphors, making them more relatable to a common human experience—like when it explained the concept of gravity.
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"Just like your muscles build momentum during a run, gravity pulls that ball down the hill! Keep up the energy,—you’ve got this!"‍

This example shows how AI can make even the most challenging material feel dynamic and engaging and, perhaps most importantly, welcoming to audiences who might not be seen as the core one for a particular subject​.

What could this mean in real-world applications? Imagine large multinational corporations creating engaging experiences for AI adoption and upskilling their workers; hospitals could explain complex medical treatments to patients in digestible ways, and schools and education companies could make tough subjects more fun and accessible to learners.

2. Demystifying Picasso’s Guernica for the curious

Another participant used a friendly, approachable art teacher personality to explain Picasso’s Guernica to younger audiences. By using relatable language and a conversational tone, the system helped break down the complex themes and techniques of the painting, making art more accessible as a patient teacher might:
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"Picasso broke things apart and put them back together in strange ways to show the confusion and chaos of war. It’s like a giant puzzle, and you’re the detective figuring it out!"‍

LLMs can be prompted to use existing pedagogy techniques (for example, Socratic dialogue or reciprocal teaching) to deepen understanding of topics a user might normally just skim over. This approach could be used by art and fashion players like museums and brands to explain the backstories of their artifacts, or by travel companies to add greater context to a visitor’s experience of a new place. Or, even more provocatively, this technique could be used to create understanding, consent and trust when agreeing to data usage, especially in highly-sensitive but complex areas like genetic data and other personal information.

3. Adapting the approach to user behavior

A third participant introduced a humorous twist to the bureaucratic process of filling out tax forms by creating an interface that changes its entire persona based on the attitude of its user. If the system detects the user’s tone as positive  and polite, it responds with the personality of a bubbly, cheerful government worker right at the start of their career. But if the system sees that the user is grumpy or rude, it replies with a sarcastic and grudging attitude, and adopts the persona of a government worker on their very last day on the job.
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"Ugh, all right. You do not put your ITIN here. Grab a coffee and take a deep dive into section 4 of Pub. 15 if you really want to know more."‍

What happens when you no longer have to design your interface with an assumed user intent, but instead can dynamically adjust it based not just on explicitly gathered user preferences, but on their tone and attitude?

There are many applications where creating some intentional friction when users don’t behave as intended is desirable, from financial planning to medical treatment plan adherence. Instead of building these frictions on a one-size-fits all design, we can use LLMs to estimate user attitudes and create the right behavioral nudges at the right time. And maybe they can even manage to be funny while doing it.

The future of emotionally-engaged AI design

Designing AI-enabled systems isn’t just about efficiency and ease. It’s about creating meaningful interactions that leverage how humans think and feel to make data more accessible, relatable, and even enjoyable. With their ability to understand and transform human language, AI systems naturally evoke emotional responses that differ from those triggered by traditional software or hardware. Even the absence of a defined personality becomes a personality in itself. As designers of these systems, it’s our responsibility to think deeply about how they’ll relate to users, not just how technically accurate their responses will be. The applications of personality-driven, emotionally-infused AI interfaces can span sectors from technology to healthcare, culture, media, education, government, consumer products, and beyond, potentially making data more vital, relatable, and actionable in all of our everyday lives. It all depends on design.

As AI technology advances, so does the potential to reimagine how we experience data—where even the most abstract information can evoke curiosity, empathy, and engagement.

Try it for yourself

We created this process to make engaging with the fundamentals of AI tools more accessible to designers–and that means you too! If you’d like to try your hand at our personality crafting exercise you can find instructions here. We’d love to hear about what you make! And if you’d like to partner with us to help solve an AI problem of your own, get in touch.

AI data analysis tools are promising a lot: efficiency, adaptability—even enhanced comprehension.

That was a key message we took from our time at the second annual TED AI conference, hosted in our own backyard of San Francisco. Two days full of panel sessions, robot demos, and classic TED Talks had us considering the nature of time, the power of language, and transcending human cognitive limitations. The biggest theme: The urgency for bringing human centered-design to AI is only getting stronger.

Here are five key takeaways from our time on the ground.

1. Beware the black box

The black box approach to AI’s foundational models are the root cause of issues around ownership, copyright, credit—and in the case of certain industries like healthcare—exclusion of entire userbases.

Not knowing what the training data was, where it came from, or who it originally belonged to, means that:

1. We’re not able to give credit or reimbursement to the original creators of that data.
2. There are unknowable but impending legal ramifications from a copyright perspective.
3. Healthcare professionals are unable to use models such as ChatGPT, because without being able to verify or validate the training data, they’re unable to confidently (or even legally) use the answers the models provide.

Already, though, some companies are pioneering more transparent and more widely-usable data sets and model developers. HOPPR, for example, is building the first multimodal AI foundation model for medical imaging and radiology, while the non-profit Fairly Trained is based on the belief that that many consumers and companies “would prefer to work with generative AI companies who train on data provided with the consent of its creators.”

The concept of designing for transparency is reflective of a lot of research we have done in the past with users and data. Our 2019 work with Mozilla exploring more ethical and user-centered solutions to the Surveillance Economy highlighted the pitfalls of data collection, and the opportunities for tech companies to build value by handling user data in more human-centered ways. Combine that with our blockchain work at IDEO CoLab, and there are lots of interesting spaces to explore and draw inspiration from—including individual and collective control, consent, and value generation.

2. Consider the human consequences

A lot of industry specialists are focused on the near-future of the technology, as opposed to the mid-term opportunities and AI’s long-term effects on humanity. Some speakers were concerned that we're spending too much time worrying about what the technology will do for us, while others think we're too concerned about what it will do to us. There was a lot of focus (for better or worse) on the productivity benefits, but relatively few people were thinking about the consequences for humans.

Eugenia Kuyda, founder and CEO of Replika, noted that we should “stop designing for productivity, and start designing for joy,” which is a lovely provocation. We don’t need to forsake one for the other, but designing for joyous experiences can make productivity far more desirable. Our work with Ethiqly around integrating AI and writing exercises in schools focused not on the power of the technology or how many more essays kids could write, but on making the process of getting your creativity on to paper more joyful and rewarding, and focusing on the relationship between teacher and student.

There were also several conversations around the idea that technology will free up time for us to spend with our families instead of working. As romantic as this sounds, it’s not realistic. Organizations will simply reduce headcount, and then increase the other workloads for employees. Articles like this one from the BBC hint at a workforce feeling more burnt out due to AI implementation, showing a glimpse of the human consequences we should be designing for at the application layer.

3. Embrace quality over quantity

Several people spoke about the exponential growth of investment in computing power for large language models (LLMs). Currently, 70 cents of every dollar invested in AI models goes into crunching the data.

As an alternative to this massive use of resources, several speakers brought up the concept of small language models. SLMs are literally smaller models, trained on just 1 billion tokens. (LLMs can require upwards of 1 trillion tokens.) These SLMs can be created with a fraction of the time and energy, and offer great specific utility. Consider the example of the telecom call center. Its model doesn’t need to be exposed to the nuances of Shakespearean sonnets; it just needs to know the words and phrases needed to operate a call center, so you can spend less time, money, and energy on creating your model.

With the tens and hundreds of millions of dollars we’re spending to train LLMs, how much are we willing—or is financially feasible—to spend on models? If we continue down this path, the financial / physical / electrical requirements are going to become unsustainable. One panelist mentioned that “we should be feeding the machine the right information vs. all the information.”

The potential futures for more intentional and nimble SLMs seems much more approachable and both financially and ethically feasible.

4. Spoken language is irreplaceable

One of our favorite speakers was Jessica Coon, the linguist who consulted on the movie Arrival. She argued that human language is rich, nuanced, and endowed with the histories of our cultures. An input text box attached to a keyboard populated with Roman characters is never going to be able to express a fraction of it.

Rikin Gandhi, the co-founder of Digital Green, a company using AI to provide agricultural information and guidance, spoke about the company’s work with farmers in rural India, where illiteracy and nuanced local dialects and translations make-text based offers unviable. But AI models’ abilities to understand spoken language, locational context, and nuances of a given agroecology and a given time of the year means those farmers can interact through images, video, and spoken word.

This perspective shines a spotlight on the potential for more diverse and inclusive design principles, and our spoken language is a key part of that future.

5. Discover a new impetus for responsible design

We also heard from Pratyusha Sharma, a leading researcher and member of Project Ceti, who shed light on how we might be able to leverage generative AI to understand the unsolved mysteries of the ecological world.
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Sperm whales communicate through clicks, or codas. While researchers for decades have understood that this is the primary communication pattern by which this social species coordinated, it had been impossible to untangle the spoken language and what it meant. Sharma spoke about a novel use of generative AI—using a generative adversarial network, or GAN, to surface both the alphabetic principle and deeper understanding of coda meanings. With this technology, not only could we hear the sperm whales’ communication—we can understand what it means and predict from their communications what they might do next, whether that’s diving for food or coordinating childcare.

As AI tools become more and more powerful in helping us understand the language of the world around us, the impetus for responsible design will become clearer and clearer. If we can start to interpret the language plants, animals and earth use to communicate, how can they not be a stakeholder in everything we design?

Curious how human-centered design could help you make more desirable AI products? We’d love to chat.

We need to start pulling the human signals from the technological noise, and weaving them together.

A good purpose statement articulates a passion to boldly make an impact. It can differentiate you from competitors, grounding your work in deeper meaning. It can serve as a beacon to draw like-minded individuals to your company—as consumers or employees. And it can align and motivate leaders, guiding strategic choices.

To do all that, a good purpose has to make you FEEL something.

But too often in crafting a purpose statement, marketing and business jargon sneaks in, adding extra bloat. Or conversely, the language gets watered down to the point where it doesn’t mean anything anymore. The emotional gets sacrificed for the intellectual.

If you feel yourself or your team starting to slip into the weeds—or floating too high above the clouds—here are three ways to re-inspire and re-calibrate your thinking around purpose.

1. Get out of your own head: Collect love letters.

‍If you’re feeling lost at where to even begin, start with some on-the-ground research. Approach employees, end users, stakeholders—whoever interacts with your brand or company—and ask them to write a love letter to your organization, talking about what they’re most proud of, or what they appreciate most.

How we’ve used it: Last year, we were working with the team at Dartmouth Library to develop its strategy, starting with a clear articulation of its purpose. As part of a series of co-design workshops with faculty, staff, and students, we asked participants to write a letter to their library: What did they treasure most? How did it make them feel? While the stories we gathered covered a broad range—encompassing everything from intellectual exploration to belonging—they revealed the deep connections people had with their library, an attachment that was central to both its purpose and strategy.

2. Push past “what” and “how” to uncover your “why.”

‍If you’re feeling like your purpose is stuck in details and logistics, try the classic Golden Circle from Simon Sinek. Draw three concentric circles: the biggest should be WHAT you do; the next, HOW you do it; and the center WHY you do it. Brainstorm your answers to each and put them in the appropriate sphere. Focus on what landed in your center circle—your whys start to articulate your purpose.

How we’ve used it: The Boston Society for Architecture reached out to us to help the organization shift from being program-driven to being impact-driven. In a series of collaborative workshops, we had stakeholders list all the practical and emotional benefits for member architects, partners, community leaders, and students. Together, the team mapped these examples on the Golden Circle, setting aside functional positioning statements to focus on elevating the why—the emotional purpose that the organization could rally around.

3. Fast forward to the future to ground purpose in greater context.

‍If you’re struggling to make your purpose feel more aspirational and evergreen, consider taking an imaginative journey five, 10, or 15 years into the future. Spend a few minutes generating as many future signals as possible: What are things you observe in your industry, your customers, or your organization today that might indicate bigger trends over time? How might you evolve your purpose to stay relevant amid these changes?

How we’ve used it: In the earliest days of the pandemic, we were working with a large consumer electronics company to design a bold new strategy for the organization. To kick off the work, we spent a couple of hours with the core team generating signals. Even though we had no idea what the impacts of the pandemic would ultimately be, we were looking to uncover and better understand trends that were already starting to emerge in the world around us. These explorations into themes like hybrid work, climate resilience, equity (and more!) helped us paint a picture of the future that gave us a context for defining a purpose that could fit the company for years to come.

Articulating a bold and inspirational purpose is hard. It requires creativity, empathy, and constant iteration. And in the swirl of “are we there yet?” it can be easy to sacrifice the emotion, chopping the “feeling” in favor of generic language that—if said with enough oomph—sounds smart enough. But it’s not worth it.

Finding the right “why” can help give your purpose the power it needs to inspire leaders and employees to work in service of something greater. And when you bring it to life, a great purpose can signal your company’s core ethos to consumers, acting like a beacon to those who seek what you have to offer.

For organizations and brands, discovering purpose always starts with a question: “Why do you exist, beyond profit?”

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.