More than 7 million people each year came to the Boston.gov site to tap into all sorts of city services: reporting a pothole, learning the assessed value of their property, paying a parking ticket, checking recycling schedules.

Boston wanted to create a beautiful platform that would make the process of finding and navigating information easy and intuitive, one that prioritized the needs of its people.

The Boston.gov site had outgrown its existing structure and needed an overhaul. The user experience was mired by the fact that Boston City Hall has nearly 50 different departments, each with its own microsite, navigation and content standards that feed into a centralized site.

So the City of Boston hired IDEO to design its new digital home, Boston.gov. IDEO designers worked with the major stakeholders—department heads, employees, and Boston residents, with a focus on those in underserved communities and those with varying levels of technical proficiency—to gather insights into what users needed.

The objective was to design something that would simplify how people navigate the site, to make it easier for residents to find answers to common questions, and, in the process, serve as a community facilitator—an up-to-date, reliable resource that makes life in the city more manageable.

Rather than organize the site by the city’s departments, the design solution was rooted in illuminating relevant content by topics—people’s life moments—many of which overlapped through different branches of government. Owning a car in the city, for example, is closely related to preparing for winter, so bridging those common threads allowed for a more intuitive organizing principle.

In the process of the site redesign, IDEO also helped to create a visual identity system that underscores Boston’s strengths: the city’s confidence, humility, personality, and optimism.

In addition to the web architecture and redesign, IDEO also produced a comprehensive style guide to help maintain design consistency, so departments can add content without compromising the overall integrity of the site, as well as a brand look that the city has decided to adopt across nearly all of its consumer-facing media. Now you’ll see the famous underlined B on T-shirts, banners, and even snow shovels.

Holding true to its mission to include Boston residents and all site users in its design process, the new Boston.gov site was piloted for six months, and the process document on the city’s blog (including the IDEO designed brand guide), before a full launch was rolled out in July 2016.

“The website should act like a helpful human. This is one of the big differences between the old site and the new site,” said Jascha Franklin-Hodge, the city’s chief of information technology in a Boston Globe article. “Oftentimes, when you looked at something on the old site, it would feel like you were interacting with some sort of lawyer-robot that was speaking to you in government-speak, using very formal language. We are trying to move away from that so your experience is akin to a person.”

The City of Boston was in need of a new digital home—one that emphasized a shift to a more welcoming tone and commitment to its citizens.

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In the Western Hemisphere, The North Face brand has long represented an active, sporty lifestyle that’s filled with challenges and adventures. But appreciating “the great outdoors” in China is less about extreme sports and more about connecting with nature in a communal, spiritual way. This research-based insight led the team to identify new opportunities for The North Face to better target its messaging.

Designers found a key opportunity: Encourage Chinese consumers to escape the pressures of hectic city life by enjoying the freedom and renewal that comes with spending time outdoors.

Today, as people find less time to enjoy the benefits that lie just beyond China’s large cities, there’s a tangible desire to return to the outdoors to refresh, reassess, and renew oneself. The North Face aims to help consumers do exactly that.

To create a compelling new brand vision for The North Face in China, the team’s design research tapped into Chinese ways of spending time outdoors. IDEO’s insights and creative brief provided the essential brand story for The North Face in China and informed the tagline of the company’s current marketing campaign, “Go Wild” (去野). The North Face brand’s new messaging links “old nature” and “new outdoors” through a combination of digital, retail, and interactive community channels.

IDEO also collaborated with the company on designs and prototypes for a new digital platform and an updated store-within-a-store merchandising display. The digital community aims to attract newcomers and connect them with more experienced outdoors enthusiasts and clubs. As the platform evolves, it will help aspiring adventurers plan trips, learn skills, and share their experiences through photos.

The retail community space aims to integrate this digital community with in-store shoppers and an effort to turn the “buy-a-product moment” into a “join-the-outdoors moment.” Both will be integrated to provide a holistic brand experience in China centered on nature and community.

In the West, The North Face, with its decades-long history, has long symbolized an adventurous, active lifestyle. In China, however, the outdoor market only began accelerating in the early 21st century.

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Success in this growing market depends on building strong and deep connections with Chinese consumers.

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20% sales growth in China

from 2012 to 2013—the year the project was completed—propelling the brand from sixth place to a market-leading position

Over the last 36 years, IDEO and Lilly, along with the pharmaceutical giant’s other design, development, and manufacturing partners, have collaborated on more than 250 projects. During this time, Lilly has not only honed its engineering-focused internal device-development team but also transformed into a human-centered organization with extensive, robust in-house innovation capabilities.

Early in the relationship, a team of IDEO designers and Eli Lilly leaders traveled the world to understand how people with diabetes live with the disease. Their findings led to the design of a series of award-winning insulin injection pens like SAVVIO. Portable, aesthetically pleasing, and discreet, the pens are suitable for use in both medical and personal settings. Combined with Lilly’s technical design prowess, this human-centered focus allows the devices to seamlessly integrate into patients’ lives and routines, making a challenging disease like diabetes feel more manageable.

Fast forward to today, Lilly’s innovative, easy-to-use auto-injectors are not only continuing to provide life-saving treatments to people with diabetes but also enabling the adoption of the popular GLP-1 weight-loss drugs Mounjaro and Zepbound, which together accounted for the majority of the company’s annual revenue in 2025. Perhaps most importantly, patients consistently rate the experience of using Lilly’s auto-injectors as relatively pain-free, easy to use, and preferable to competitors’ brands, improving adherence, satisfaction, and health outcomes.

This unwavering focus on driving innovation through a patient-first mindset is evident in some of the most impactful projects Lilly and IDEO collaborated on over the years:

GLP Auto-injectors
Convenient and cutting-edge, the first Trulicity injection device was originally designed to deliver the GLP-1 drug to treat type 2 diabetes. Today, it has been adapted for use with other GLP-1s, Mounjaro and Zepbound, which are increasingly popular weight-loss drugs and are also administered once weekly via fixed-dose injections. A wide base enables the pen to be held securely against the injection site, and the device automatically regulates the dose and needle depth.

Taltz Injectors
For most patients, living with severe plaque psoriasis means being your own medical technician—metering your drug dosage each time, and attaching and removing needles by hand. Taltz provides patients with clear visual and auditory feedback throughout the injection process through simple icons, bright colors, a translucent material, and clicking sounds. The devices are available in both autoinjector and prefilled-syringe formats and are adapted for Emgality, a preventive monthly migraine treatment, and Ebglyss, which helps treat eczema or atopic dermatitis.

HumaPen SAVVIO Injection Pen
Key insights informed the design of SAVVIO, including patients’ preference for insulin pens that look less like medical devices and more like everyday objects you’d find in a backpack or purse. The sleek, colorful device was created to help patients feel comfortable and confident about fitting mealtime injections into their everyday lives.

Refillable Human Growth Hormone (HGH) Injector and Reconstitution Device
Designed to be kid-friendly, the Refillable HGH Injector leverages insights into pediatric treatment adherence to create a more integrated, systematic approach to treatment, while the Reconstitution Device makes mixing Lilly’s powder-and-liquid drug easier and less intimidating for parents and healthcare professionals alike.

KwikPen Insulin Pen
KwikPen is a next-generation, prefilled insulin injection pen that builds on the success of two previous designs, reducing its size to 5.7 inches and enhancing ease of use for patients.

HumaPen(R) Luxura™ Insulin Pen
HumaPen Luxura combines several innovations into a robust yet elegant pen that can be carried and used anywhere—an insulin pen solution that improves dosing accuracy, dose setting, and injection force.

In addition to designing products to meet the needs of people with diabetes, IDEO and Lilly have developed innovations in areas of oncology, autoimmunity, and men’s health. The results of this collaboration and expansion have won numerous design awards and produced one of the longest and most fruitful innovation relationships in IDEO’s history.

In the 1990s and early 2000s, Eli Lilly had a number of new, life-changing medications and two big challenges: Most of its drugs were self-injectables, not pills, so patients were hesitant to take them. And its drug-delivery device platform lagged behind its drug pipeline.

99%

of Trulicity users reported the auto-injector was “easy” to “very easy” to use in a JDST study

$36.5B

of Lilly’s $65.2B 2025 revenue came from sales of its auto-injectable GLP-1s, Mounjaro and Zepbound, a 45% increase from 2024

‍“…the Advisory Council will recommend transformational programmatic, cultural, and physical change to San Quentin that can serve as a practical model that can be replicated and scaled to other institutions.”

Source: Office of Governor Gavin Newsom: Governor Newsom Names Leading Criminal Justice and Public Safety Experts to San Quentin Transformation Advisory Council, May 05, 2023  https://www.gov.ca.gov/2023/05/05/san-quentin-transformation-advisory-council/

The Advisory Council included the expertise of established criminal justice, public safety, healthcare, academic, reentry, and rehabilitation professionals, along with system-impacted/formerly incarcerated community leaders, and representatives of crime victims/survivors. The premise of IDEO’s involvement is to augment the Advisory Council Co-Chairs’ and members’ expertise in evidence-based best practices and lived experience living and working in prisons, with expertise in collaborative design, synthesis, visualization, storytelling and bringing visions to life.

Specifically, IDEO was brought in to facilitate input-gathering, and assist with incorporating the many viewpoints into a single, cohesive report of recommendations to the Governor. This included meeting the challenge of bringing together the viewpoints of 21 people on the Council (17 members, three Co-Chairs and an advisor to the Governor); incorporating the views of people who are most impacted (those incarcerated at San Quentin, San Quentin staff, community-based organizations, victim/survivor groups, among others); and formatting and designing the final report.

IDEO’s facilitation included workshops with the full Advisory Council, individual interviews and check-ins with Council members to gather their input to inform the recommendations. Each Advisory Council member was asked to speak with, and record feedback from, no fewer than five people at San Quentin or in affected communities and to share this feedback with IDEO. IDEO integrated this information and feedback into this report.

Research activities included visits to San Quentin to speak with and facilitate conversations with:

• San Quentin residents (100+) including the Citizens/Inmate Advisory Council, focus groups with Spanish-speaking residents, former gang members, ACT (LGBTQIA+), Voices Heal, People in Blue, San Quentin Citizens Advisory Council.
• San Quentin staff (100+) including interviews with numerous officers.
• San Quentin staff and residents together.
• Current participants and staff at Amistad (MCRP) and Beacon (former lifer) campuses (many who were previously incarcerated at San Quentin).
  
  

IDEO also organized listening, information sharing and feedback sessions, both at San Quentin and in the community, between Co-Chair representatives and various stakeholder groups, including victim/survivor groups, labor unions, and advocacy organizations. These perspectives were also brought into the report.  

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I didn’t start out working at an enlightened company—I started out working in the art world, in upscale art galleries, private art clubs, and various museums. My surroundings were beautiful, but I was miserable. The politics and sexism were intense. I never felt like I could speak my mind.

Luckily, I eventually landed at IDEO. For the past 10-plus years, I’ve helped create events, experiences, and rituals that keep our studio culture healthy and our designers happy. Now, I’m Co-Director of the experience team in Chicago. Our mission: Design for belonging.

My team and I use tools like our studio space, food, events, experiences, and rituals to help make everyone who comes through our doors feel welcome, supported, and empowered to do the best work of their lives. We do things like throw spur-of-the moment pop-ups that break up the afternoon, and plan group lunches so people will eat together—like a family—instead of having sad lunches alone at their desks. We even plan crafting sessions and inspirational field trips.

Not convinced that thoughtful extras like spa water and storytelling events can actually help fuel the ideas that drive revenue? Consider the case of Uber.

Remember Travis Kalanick, the former CEO?

The deposed chief executive set the tone for the company’s culture. Under him, Uber flouted local laws and criticized competitors in its quest for success. Thanks to the company’s pervasive “bro” culture, sexual harassment and discrimination were rampant. Employees were pitted against one another, and management turned a blind eye to infractions from top performers.

Contrast Kalanick’s approach to leadership and culture to Microsoft CEO Satya Nadella, who took the company’s reins in 2014. He inherited a company lacking innovation—and relevance. Microsoft’s stock performance was flat. His goal was to shift the culture from “know-it-all” to “learn-it-all.” “Microsoft’s culture had been rigid,” he wrote in his book, Hit Refresh. “Each employee had to prove that he or she was the smartest person in the room. The culture change I wanted was centered on exercising a growth mindset every day.”

Three years later, not only are employees happier, more innovative, and empathic, but the company has generated more than $250 billion in market value—more than Uber, Airbnb, Netflix, Spotify, Snapchat, and WeWork—combined.

As an experience director, I’m laser-focused on making sure employees feel safe to fail and explore, that they feel connected to others, and that they have what they need to solve problems and come up with innovative solutions. My job is to set the conditions for great work.

So how do you actually do that? Here are five ways to jump-start your company culture.

1. Define and build on your company’s cultural values

Values are the compass that an organization uses to select staff members, reward current employees, and make business decisions. If you’re just starting a company and need to define your values from scratch, Greenhouse, the company that designed the recruiting software IDEO uses, has a helpful culture mapping exercise to help get you started. Need further inspiration? Check out Google’s values: “Focus on the user and all else will follow.” “It’s best to do one thing really, really well.” “Fast is better than slow.” “Great just isn’t good enough.”

2. Leverage naturally-occurring behaviors

Put on your anthropologist hat. What interesting or unusual things are people already doing around the office that you could build on? (It’s faster and easier to build on existing behaviors than to encourage new ones.) At one company, I noticed people were wary of talking to strangers. Unfortunately, since it was a co-working space, almost everyone was a stranger. I also observed that people would use the kitchen as a shortcut to the bathroom, and that it was a neutral zone—no one group owned it. High foot traffic + no ownership = opportunity to spark casual conversation and community! You can do what I did—look for unused spaces in your own workplace and use questions on Post-it Notes to spur random conversations—or move shared resources like printers or snacks to the middle of the space instead of tucking them away in a corner.

3. Identify and empower cultural mavens

As an experience director, I’m always look for new collaborators. Though some cultural experiences can come from the top down, others work better when they come from the bottom up. They feel more authentic. I’m always trying to identify new cultural mavens within our organization, and I empower them by giving them some time, money, or resources to bring their ideas to life. For example, at IDEO, we noticed a few of our designers were natural teachers and always went out of their way to show others how to learn a new skill. This aligned perfectly with two of our company values—“Learn from Failure” and “Make Others Successful”—so we gave those designers a budget and set them free to build on their ideas. Now we regularly have Nerd Nights where people learn to code, and Shop Class where we make things like concrete planters and leather wallets.

4. Prioritize face-to-face interactions

Digital tools are efficient, sure, but the only way to build authentic, human relationships is face-to-face. Period. When you find yourself using a digital tool to communicate with an individual or a group, think: Could this be done in person instead? Am I hiding behind this tool, this emoji? Encourage others to get out from behind their screens, too. One easy way? Get people to eat their meals together.

5. Design meaningful rituals

We participate in rituals in institutions, politics, and religion all the time. But they’re not commonly talked about in the world of business, even though they’re a simple way to make cultural values tangible. At IDEO, I was part of a team that started IDEO Stories, a Moth-like live storytelling event designed to help teach our designers how to tell better project stories. After the first event, it became clear it wasn’t just a good way to learn a new skill—it was a way to celebrate an individual’s unique backstory and unite the community.

For the last seven years in Chicago, we’ve also held an Annual Studio Awards party, an Oscars-inspired evening where the community votes on award-worthy project work from the past year. Categories are tweaked each year to incentivize emerging behaviors that are beneficial to our business.

Have ideas for rituals of your own? Share them with us on Twitter, so we can inspire each other.

Often, people want to write culture off as a slew of perks you might find at tech companies. But really, culture is about creating an environment that makes it possible for people to work together to come up with innovative products and ideas—the same products and ideas that drive revenue.

We met a beer and sausage vendor in Germany who keeps an array of hats stored on his gearshift, a humorous-looking makeshift hat hook. When we asked him more about it he explained that he often sells his wares at football games, so it’s important that he wear the right football club’s hat. “One time, when I wore the wrong one by accident, they called me an ass and tipped the van over,” he said. “You always have to howl with the wolves.”

Human-centered design requires us to observe human behavior with beginner's eyes, so that we can spot the innate ways people interact with the world around them. We call these intuitive and unconscious reactions Thoughtless Acts, and IDEO designers collect photos of them to inspire their work.

You can’t beat the smell of fresh ink, the texture and weight of high-quality paper, and the sound as you flip through the pages. When holding a magazine, I’m not simply reading it—I’m immersed in it.

I asked my fellow designers which publications they find the most exciting, and I’ve included a few of my favorites, too:

1. Apartamento

Yes, I suppose it’s an interior design magazine, but instead of focusing on beautiful, minimalist, multi-million-dollar houses (not that there's anything wrong with that), Apartamento covers real, lived-in homes and the creative people who occupy them. Raw portrait photography, cluttered spaces, and intimate interviews show how people really choose to live. Based in Barcelona, Spain, it’s survived through subscription revenue and a higher newsstand price, and has bucked the trend of featuring numerous ads or sponsored content. Plus, its perfect novel size, centered layout, patterned spine, and chunky typography are delightfully raw and unfussy. —Lindsey Turner, IDEO Cambridge

2. B

B magazine is published in South Korea. Every issue, it takes an advertisement-free, documentary approach to a single iconic brand. It’s covered many amazing brands, from the luxury to the mundane, including LEGO, Ray-Ban, and Bic. Each issue goes deep into the people, history, evolution, products, experiences, and philosophies of the brand it covers. Fans and collectors are also often included. I recommend it to anyone who likes branding and brand strategy, or just loves products and design. The many ways it looks at a brand and all its expressions goes far beyond simple identity and logo. —Clark Scheffy, IDEO San Francisco

3. Banana

In 2014, first generation Asian-Americans Vicky Ho and Kathleen Tso launched Banana magazine, a lifestyle magazine dedicated to exploring the intersection of Eastern and Western cultures. Ho and Tso are not claiming to be experts in Asian culture, but rather are discovering it right alongside their readers. Their goal is to understand what this third identity—neither Asian nor American, but Asian-American—means. As a designer, I think it’s fascinating to understand how cultures can blend together. With the growing influence of Asian countries on design trends, this magazine is relevant, vibrant, and bold, and offers great graphic design inspiration. —Coline Prevost, IDEO Palo Alto

4. [BranD]

[BranD] is a Hong Kong-based magazine that explores communication design in visual art, advertising, products, graphic design, and architecture. It brings together designers, artists, art directors, marketing specialists, and business-minded people of all stripes to share new ways to express ideas and brands visually. I'm an avid reader of [BranD] for inspiration in my craft; it's a great vehicle to stay connected to the ways other designers are stretching their own skills and building their crafts in a discipline—comms design—that is always evolving. —Joshua Lavra, IDEO San Francisco

5. Cat People

Cat People is an English-Japanese bilingual magazine featuring interviews and works by cat-obsessed artists, designers, photographers, and writers. It’s only in its first issue, but it’s already sold out. I’m very excited for future editions because this magazine promises magnificent inspiration for design and feline die-hards (like me). —Camden Foley, IDEO Palo Alto

6. Cereal

Cereal is a biannual travel and style magazine based in the United Kingdom. Each issue highlights engaging interviews and stories about unique design, art, and fashion on a specific theme, such as sustainability or desire. I’ve followed this magazine since its inception in 2016 and have every issue to date. Cereal’s publisher offers beautiful magazines, city guides, art prints, and even a children’s book—all with some of the best photography and design I’ve ever seen. —Camden Foley, IDEO Palo Alto

7. The Collective Quarterly

The Collective Quarterly is a magazine about travel and creativity across the U.S. The magazine staff—a rotating team of writers, photographers, illustrators, and other creatives—visits small towns or regions around the country to interview artists, creators, and other cornerstones of local life. As a photographer, the exceptional photography caught my eye, particularly that of one of the co-founders, who still shoots film photos like I do. It’s inspired me to get out with my camera more often. I recommend the magazine to anyone who seeks a deeper appreciation of creativity in intimate communities, hopes to explore non-urban corners of the country, or wants to bask in the magic of film photos. —Tara Safaie, IDEO San Francisco

8. Drift

Back when I was a barista, my mornings were spent adjusting the espresso machine's grind and my tamp to each bean's age and provenance. I learned that coffee is ubiquitous, yet highly circumstantial; you can find it in virtually any city, and yet each urban environment and its inhabitants have radically different rituals, cultures, and methods of consumption for this most essential drink. Drift transports its readers to different cities and their respective coffee cultures, allowing readers to intimately engage with new adventures in new places through a common cup of joe. —Adam Cristobal, IDEO Palo Alto

9. The Gourmand

As we reach the peak of our food media zeitgeist, The Gourmand has emerged as one of the leading alternative voices in the space, covering everything from new ways of visualizing food emoji to Georgia O'Keeffe's strict diet. Boasting both witty writing and distinct art direction, the magazine offers a unique perspective and inspirational fodder to foodies, designers, and creatives of all stripes as we look for more visually appetizing ways to engage with the world. —Adam Cristobal, IDEO Palo Alto

10. Offscreen

Offscreen is a print magazine published three times a year, as well as a weekly newsletter, that takes a thoughtful, human-centred approach to technology. It’s is a slow counterbalance to the fast pace of popular media, exploring creativity and design through introspective writing and thoughtful human stories. Offscreen is a proponent of the “slow web,” celebrating the idea that not all that is instant and convenient is necessarily good for us. —Nathan Paterson, IDEO Tokyo

11. Surface

Surface is a New York magazine that covers a little of everything—design, architecture, fashion, culture, and travel. I picked it up because I judge magazines by their covers. Each cover features a great close-up portrait of a creative person—an architect, musician, industrial designer, etc. The portrait is paired with restrained, Swiss-style black typography and a grid well versed in white space. The magazine examines culture through the lens of design and has a whiff of one of my favorite blogs, Sight Unseen. It's conspicuous consumption for sure, but sometimes that's what magazines are for. —Lindsey Turner, IDEO Cambridge

Next time you want to explore cutting-edge design—or just enjoy a little eye candy—crack the cover of one of these magazines for an inspiring read.

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Thanks to the digital revolution, fewer and fewer of us are getting our hands on paper copies of books, magazines, or newspapers these days. Online subscriptions and digital versions can fill the void, but sometimes, picking up a glossy magazine is simply the best way to absorb inspiration.

As a data scientist, this idea got my gears turning: What if I could use machine learning to build a laugh-detecting algorithm?

Prototyping is a great way to explore how emerging technologies will play a role in our connected future. But instead of focusing on how we will teach our machines to sense human behavior, I’m interested in designing what we will do with the information our devices are learning. In a world filled with machines that learn and interact with us, it’s important that they are able to respond to all parts of our humanity—including the things that make us laugh.

I wanted to see what kind of laugh detection prototype I could build in a few weeks. Here’s how I did it:

1. Building the algorithm

To build the laugh-detecting algorithm, I knew that I wanted to use deep learning, so I turned to Keras, a programming library which makes creating neural networks fast and simple. To train the laugh detector, I needed to use sequences of audio as the input and predict whether or not laughter would result as the output. Fortunately, I found Audioset, a collection of over two million 10-second audio clips with labels from over 6,000 categories. Using a subset of the Audioset collection that is half laughter and half speech, I was able to get a laughter detection model running with 87 percent accuracy within a few days.

After creating a training dataset, I got started on the machine learning challenge. The Audioset data does not contain the extracted raw audio, only a 128-length feature vector for each second of input, which is created using a convolutional network operating on the raw audio spectrogram. These feature vectors will be the input for the machine learning algorithm, and the output will be a binary label of whether the input contained laughter. Since I am working with a relatively large dataset, I wanted to use some deep learning methods, so I turned to keras, an API that makes creating and training neural networks extremely simple, while still leveraging the computational efficiency of optimized tensor computation libraries like TensorFlow and Theano.

Since the model input is sequential, I wanted to try a recurrent neural network first. I started with a single layer LSTM model that quickly converged to 87% accuracy. Learning from the code in a very similar project, I found that applying batch normalization to the LSTM input was very important for getting the model to converge. One of the headaches of deep learning is that seemingly trivial details like this can have a large impact on convergence. I was happy with the performance of my first LSTM model, but I decided to try out a couple more options before moving on. I tried a 3-layer LSTM (because if one layer is good, three must be better), then I tried a simple logistic regression model to see if the fancy RNN architecture made a difference. The models performed with 88% and 86% accuracy, respectively, which showed me that, in this case, more layers did not equate to more power.

Ultimately, I ended up choosing the single layer LSTM, even though it was larger than the logistic regression model, because it was able to handle variable length input. The training data was all sequences that were 10 seconds long, but I wanted the laughter detector to be able to respond quicker than that. While the logistic regression could only operate on input that was the same length as the training data, the LSTM model can still operate on any input length, as long as it is split into one-second chunks.

To take the trained model and run it as a live laugh detector, I put together a python script that pulled together a few different steps. First, the audio is captured from the microphone using pyaudio and chunked into three-second clips. (The length of these clips is an adjustable parameter.) The raw audio is then fed into the pre-trained vggish network and converted to a sequence of feature vectors with the same parameters I used for creating the Audioset training data. The sequence is then fed into the trained LSTM model, and the laughter prediction score is returned and written to a timestamped .csv file. By default, the raw audio is then discarded, and only the score is saved. That way, there are no concerns about storing or transmitting anyone’s private conversations. By running the audio capture and processing in separate threads, I was able to run this continuously without any lag on my laptop.

2. Designing the experience

Once I had the ability to measure laughter, I had to tackle the real design challenge: How do we implement the laugh detector in project spaces without making it seem obnoxious or creepy?

I enlisted the help of a few smart colleagues to approach the challenge from multiple angles: a software designer experienced in designing for play, an environments designer to explore how the detector would show up in a project space, and a communication designer who’s written on the science of laughter.

We had a brainstorm around what we might be able to do with a laughter detector, and the ideas poured in. Perhaps we could use laughter as a weekly indicator of morale (similar to Bhutan’s gross national happiness), or host a competition between project teams for who laughed the most? If we could determine when people are laughing, maybe we could figure out why they are laughing, too. We could determine when laughter is genuine or just polite, which jokes are the funniest, or even measure who is laughed at the most.

Some of the more wild ideas included a gif of an IDEO Chicago director Jon Wettersten (below) who laughs along with us, or an alert that would play videos of clowns if we went too long without laughing.

Ultimately, we wanted to select ideas that would give teams insight into their laughter, but not be too intrusive or prescriptive.

Information systems shouldn’t overwhelm users—particularly when that information concerns people’s moods. There are times when it’s appropriate to not be laughing; you don’t want your smartwatch telling you to laugh more during your grandma’s funeral. And if we were to build a device that listens for laughter, we'd need to make sure that we communicate and maintain people’s expectations of privacy.

With all this in mind, we narrowed it down to two concepts that we would take forward into the prototyping phase.

3. Hatching prototypes

The first thing we made was a simple information dashboard built in Dash. We referred to this design as a “FitBit for laughter,” as it was meant to help teams set goals and measure their progress towards those goals.

This raised the the question, what if you could track your emotional health in the same way that you tracked your physical health? What kind of goals would you set? What would your “laughter workout” look like?

To start, we measured laughs by time of day over a period of 24 hours, laughs per day over the past week, and how close teams are to achieving a daily “laugh quota.”

The second prototype used the output of the laugh detector to control the color and intensity of a Hue lightbulb. When there is a lot of laughter in a room, the light glows a bright yellow to mirror the warmth that laughter brings to a space. When there is less laughter, it transitions to a dim blue to help teams stay calm and focused. In this way, the environment responds to the activities and emotion of its inhabitants.

What if the smart systems we create could react not only to a user’s presence or interaction, but adapt to the user’s mood? How might we design smart systems or spaces that are emotionally responsive?

4. User testing

We wanted to see how people would react to the laugh-bulb, so we got a few colleagues to sit down and test it out. The original plan was to play funny videos to stimulate laughter, but as soon as people sat down, they started joking so much, the videos were unnecessary.

Laughter is a reinforcing behavior; when you laugh, the people around you laugh too, creating a virtuous cycle that can leave you laughing until you’re sore. Seeing the light grow brighter as the room fills with laughter adds energy to that cycle. The group that came in to test the laugh-bulb ended up laughing so much that you could hear them throughout the studio.

WATCH: Testing the laugh-bulb prototype.

Next up, I’d love to put these prototypes in front of more people to see whether quantifying laughter can affect their mood. And I'm left wondering, which emotional or mental health signals could be measured and recorded next?

As more aspects of our lives are recorded, we are going to be able to quantify and improve our lives in ways we can’t yet imagine. Let’s design these systems not just to make us smarter, but to make us more joyful, too.

Play goes hand in hand with innovation. I learned this from Brendan Boyle, director of IDEO's Play Lab, who says that if you measure the amount of laughter in a project space, the teams who chuckle most are also the most successful.

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.