2021

Over recent years, we have seen remarkable progress in AI’s ability to confront new problems and help solve old ones. Advancing these efforts was one reason we set up the Google Research India lab in 2019, with a particular emphasis on AI research that could make a positive social impact. It’s also why we’ve supported nonprofit organizations through the Google AI Impact Challenge.

Working in partnership with Google.org and Google’s University Relations program, our goal is to help academics and nonprofits develop AI techniques that can improve people’s lives — especially in underserved communities that haven’t yet benefited from advances in AI. We reported on the impact of six such projects in 2020. And today, we’re sharing 30 new projects that will receive funding and support as part of our AI for Social Good program. 

During the application process, Googlers arranged workshops involving more than 150 teams to discuss potential projects. Following the workshop meetings, project teams made up of NGOs and academics submitted proposals which Google experts reviewed. The result is a promising range of projects spanning seventeen countries across Asia-Pacific and Sub-Saharan Africa — including India, Uganda, Nigeria, Japan and Australia— focused on agriculture, conservation and public health. 

In agriculture, this includes research to help farmer collectives with market intelligence and use data to improve crop and irrigation planning for smallholder farmers. In public health, we are backing projects that will enable targeted public health interventions, and will help community health workers to forecast health risks in countries such as Kenya, India and Uganda. We’re also supporting research to better forecast the need for critical resources like vaccines and care, including in Nigeria. And in conservation, we’re supporting research to help understand animal population changes, such as the effect of poaching on elephants, and gorillas . Other projects will help reduce conservation conflict and poaching, including human-elephant conflict in Kenya.

Each project team will receive funding, technical contributions from Google and access to computational resources. Academics in this program will be recognized as “Impact Scholars” for their contributions towards advancing research for social good.  

We’ve seen the impact these kinds of projects can make. One of the nonprofit leaders supported by the program last year, ARMANN founder Dr. Aparna Hedge, has received AI research support from IIT Madras and Google Research to improve maternal and child health outcomes in India. The team is building a predictive model to prevent expectant mothers dropping out of supportive telehealth outreach programs. Results so far show AI could enable ARMANN to increase the number of women engaged through the program by 50%, and they have received a second Google.org grant to enable them to build on this progress. Dr. Hedge says the program is “already showing encouraging results — and I am confident that this partnership will bring immense benefits in the future.”

Congratulations to all the recipients of this round’s support. We’re looking forward to continuing to nurture the AI for Social Good community, bringing together experts from diverse backgrounds with the common goal of advancing AI to improve lives around the world.

^{Illustration by  Rose Jaffe}

When Cassie Areff was a kid, she enjoyed spending time coding with her dad. “I liked making mini games in Scratch, and then I transitioned into programming my computer to play card games against me.” Fast forward to today, Cassie is part of a cohort of students that just completed Google’s Code Next, a free computer science education program for Black and Latinx high schoolers. 

We recently took some time to talk to Cassie, as well as two other student engineers — Jelyse Williams and BrookeLynn Acevedo — to learn more about their experiences as coders and their plans for the future.

What is it like being a young woman in coding?

BrookeLynn: It’s both isolating and empowering. It can be discouraging to look around and see you’re one of the only women — or the only woman — in the room. As you become more experienced, the number of women around you goes down. But it’s also something I’m proud of. I’m helping to close the gender gap in coding and showing others I’m not afraid to learn, and I hope other women will be inspired to do the same.

Jelyse: Knowing there are so few young women in code inspires me to try to get more young women interested. From every shortcut to every <br> (coded line break), knowing how to code is a fundamental skill. If more young women start to code, more diverse ideas and tools will be introduced that serve us. 

What advice would you give to young women of color who are interested in careers in coding?

BrookeLynn:Don’t hesitate to apply for things you’re interested in — even if you have no experience or if you feel you have “no chance.” There are so many wonderful opportunities with STEM I missed out on because I was afraid to apply.  

I wasn’t going to apply to Code Next because I thought I wasn’t qualified. Look at me now! Applying is scary, especially when you’re in the minority, but you just need to get out there and try. 

Cassie: If you’re thinking about Code Next, join! It’s such an amazing opportunity to meet other students interested in computer science in a supportive environment, and learn things you aren’t usually taught in high school classes. The coaches and mentors are also amazing resources.

Also, never let imposter syndrome prevent you from pursuing something. Don’t underestimate your abilities! Take risks that help you to learn and grow. Find a supportive community in your classes and organizations. Finally, embrace your mistakes and failures because they allow you to improve, and push you to better understand the concepts you’re exploring.

Jelyse:Never give up. In this predominantly white, male field, we are needed. Representation matters, but what you do in this field matters even more. Go change the world in your own way, for the better! 

What are you most proud of?

Jelyse:That I never gave up. When I started Code Next, I was seriously bad at code. It seemed like everyone around me was excelling, and I was not. At first, I didn’t know how to voice my dilemmas, but my coaches helped me figure out how to ask for help and understand that we all learn at different paces. 

BrookeLynn: I had never taken a “real” coding class before and had virtually no experience in coding or tech careers beforehand. There were a number of times where I struggled with Code Next and the material provided, but I fought through it and not only did the work, but I did it and understood it. That persistence fills me with pride.

What motivates you? What gets you excited?

Cassie: I’m always excited to learn and problem solve. I love discussing ideas with others, and synthesizing ideas to create solutions. I enjoy doing puzzles, and see code as an outlet to use logic to creatively solve problems.

BrookeLynn: My future is what gets me excited and motivated. There’s nothing more valuable than the present, so I am trying to preserve it while also thinking towards the future. I’m working really hard now so I can build a bright future and am able to pay back all those who have shown me kindness. 

Jelyse: I want to inspire people to do things for the better. Working towards this goal, and hopefully inspiring others to do the same, gets me excited. 

Code Next lit a fire within these young women and helped them advance their coding skills while providing a supportive community. Applications to be part of the next Code Next cohort are open now for any student entering 9-12 grade in the United States.  For more information and to apply, visit Code Next.

Editor’s note: This post is guest-written by Kanien’keháka (Mohawk) filmmaker Courtney Montour. She is the writer and director of “Mary Two-Axe Earley: I Am Indian Again.” Today, the Google Canada homepage Doodle honors Mary Two-Axe Earley, a Kanien’keháka (Mohawk) woman who fought for more than two decades to challenge sex discrimination against First Nations women embedded in Canada’s Indian Act. The Doodle was created by Kanien’keháka (Mohawk) guest artist Star Horn. This post has also been translated into Mohawk.

Mary Two-Axe Earley is a name I grew up always knowing. We are both Kanien’keháka (Mohawk) from Kahnà:wake, located across the river from Montreal, Quebec. I was a teenager when Mary passed away in 1996, too young to fully grasp the impact she had on people’s lives across Canada. I set out to make “Mary Two-Axe Earley: I Am Indian Again” to bring attention to a pivotal figure who is often overlooked in accounts of this country’s history.  

Mary fought for more than two decades to challenge sex discrimination against First Nations women in Canada’s Indian Act and became a key figure in Canada’s women’s rights movement. The Indian Act of 1876 defines who is an “Indian” and who can belong to an “Indian band” (now referred to as First Nations). The federal government targeted First Nations women, stripping them of their Indian status (their recognition as an Indian) if they married a non-Indian man. These laws banned First Nations women and their children who lost their status from living in their communities, denying them access to critical social programs and voting rights in their community, and severing their ties to identity and culture. Thousands of First Nations women affected by this legislation are still waiting to be recognized by Canada. 

When I first moved to the United States from India, I visited Chicago’s Northalsted area (also known as “Boystown”), an LGBTQ+ neighborhood. I was still in the process of coming out, and I was amazed to see so many businesses welcoming the LGBTQ+ community and building a space that felt safe. For the first time, I felt comfortable in my skin as a gay man and experienced the feeling of truly belonging.

This past year, LGBTQ+ businesses and service organizations — that are at the heart of LGBTQ+ life — were hit hard by the COVID-19 pandemic. These businesses are more than just bars, restaurants, bookstores, salons or health clinics. They’re places of validation where LGBTQ+ folks are able to gather, find community, commiserate in tough times and celebrate the good times. 

That’s why Google is continuing to show up year-round with dedicated resources to help small and medium-sized businesses — owned by or serving the LGBTQ+ community — on their road to recovery. 

Tools and resources for LGBTQ+ business owners 

Our economic opportunity initiative, Grow with Google, is helping LGBTQ+ small businesses, like TomboyX, learn how to use digital tools that can drive business growth. We’re partnering with the National LGBT Chamber of Commerce (NGLCC), the “business voice of the LGBT community,” to provide their network of affiliate chambers with training curriculums and resources that help small businesses adapt, grow and better serve their community. Together over the next year, we’ll deliver more than 100 digital skills workshops for LGBTQ+ small businesses. 

Supporting Black LGBTQ+ founders

StartOut’s Pride Economic Impact Index shows that over the last 20 years, “out” LGBTQ+ entrepreneurs in the U.S. raised only about 10% as much funding as their non-LGBTQ+ counterparts. This is why Google for Startups is committed to fostering a global startup community that’s diverse and inclusive, leading to more equitable outcomes for underrepresented groups. 

Earlier this month, we announced the second $5 million Google for Startups Black Founders Fund in the U.S., which was created to spur economic opportunity for Black entrepreneurs who are consistently locked out of access to capital. StartOut is nominating founders from their community to receive up to $100,000 non-dilutive cash investments, in addition to other benefits like free access to Google products and mentorship.

Space to belong

In January 2020, before COVID-19 spread worldwide, U.S. search interest for “lgbt friendly” had reached an all-time high. But by March, search interest for “lgbt friendly” dropped dramatically as the pandemic shut down small businesses and gathering places around the country.

This summer, Google is launching a global campaign to help support and celebrate LGBTQ+ friendly spaces on their road to recovery – from queer and trans owned auto repair shops to historic gay bars and community art centers. You can learn more at our Pride hub: pride.google.

Today I live in the Castro, a neighborhood at the heart of San Francisco’s LGBTQ+ community. Like most people, I have my neighborhood go-tos, a coffee shop where I’m always greeted with a smile and a friendly bark from customers’ dogs that gather outside in the morning. Across the street are other beloved neighborhood restaurants and shops that are LGBTQ+ friendly, many of which were empty or less vibrant during the pandemic. That’s why at Google we feel strongly about supporting LGBTQ+ friendly businesses and safe spaces so that we can build towards a world that fosters belonging for all.