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In the same way connecting with friends online strengthens real relationships, developing this infrastructure will strengthen these communities, as well as enable completely new ones to form. A woman named Christina was diagnosed with a rare disorder called Epidermolysis Bullosa -- and now she's a member of a group that connects 2, people around the world so none of them have to suffer alone. A man named Matt was raising his two sons by himself and he started the Black Fathers group to help men share advice and encouragement as they raise their families.

In San Diego, more than 4, military family members are part of a group that helps them make friends with other spouses. These communities don't just interact online. They hold get-togethers, organize dinners, and support each other in their daily lives. We recently found that more than million people on Facebook are members of what we call "very meaningful" groups.

These are groups that upon joining, quickly become the most important part of our social network experience and an important part of our physical support structure. For example, many new parents tell us that joining a parenting group after having a child fits this purpose.

There is a real opportunity to connect more of us with groups that will be meaningful social infrastructure in our lives. More than one billion people are active members of Facebook groups, but most don't seek out groups on their own -- friends send invites or Facebook suggests them. If we can improve our suggestions and help connect one billion people with meaningful communities, that can strengthen our social fabric.

Going forward, we will measure Facebook's progress with groups based on meaningful groups, not groups overall. This will require not only helping people connect with existing meaningful groups, but also enabling community leaders to create more meaningful groups for people to connect with. The most successful physical communities have engaged leaders, and we've seen the same with online groups as well. In Berlin, a man named Monis Bukhari runs a group where he personally helps refugees find homes and jobs. Today, Facebook's tools for group admins are relatively simple. We plan to build more tools to empower community leaders like Monis to run and grow their groups the way they'd like, similar to what we've done with Pages.

Most communities are made of many sub-communities, and this is another clear area for developing new tools. A school, for example, is not a single community, but many smaller groups among its classes, dorms and student groups. Just as the social fabric of society is made up of many communities, each community is made of many groups of personal connections.

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We plan to expand groups to support sub-communities. We can look at many activities through the lens of building community. Watching video of our favorite sports team or TV show, reading our favorite newspaper, or playing our favorite game are not just entertainment or information but a shared experience and opportunity to bring together people who care about the same things. We can design these experiences not for passive consumption but for strengthening social connections. Our goal is to strengthen existing communities by helping us come together online as well as offline, as well as enabling us to form completely new communities, transcending physical location.

When we do this, beyond connecting online, we reinforce our physical communities by bringing us together in person to support each other. A healthy society needs these communities to support our personal, emotional and spiritual needs. In a world where this physical social infrastructure has been declining, we have a real opportunity to help strengthen these communities and the social fabric of our society.

As we build a global community, this is a moment of truth. Our success isn't just based on whether we can capture videos and share them with friends. It's about whether we're building a community that helps keep us safe -- that prevents harm, helps during crises, and rebuilds afterwards. Today's threats are increasingly global, but the infrastructure to protect us is not. Problems like terrorism, natural disasters, disease, refugee crises, and climate change need coordinated responses from a worldwide vantage point.

No nation can solve them alone. A virus in one nation can quickly spread to others. A conflict in one country can create a refugee crisis across continents. Pollution in one place can affect the environment around the world.

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Humanity's current systems are insufficient to address these issues. Many dedicated people join global non-profit organizations to help, but the market often fails to fund or incentivize building the necessary infrastructure. I have long expected more organizations and startups to build health and safety tools using technology, and I have been surprised by how little of what must be built has even been attempted. There is a real opportunity to build global safety infrastructure, and I have directed Facebook to invest more and more resources into serving this need.

For some of these problems, the Facebook community is in a unique position to help prevent harm, assist during a crisis, or come together to rebuild afterwards. This is because of the amount of communication across our network, our ability to quickly reach people worldwide in an emergency, and the vast scale of people's intrinsic goodness aggregated across our community.

To prevent harm, we can build social infrastructure to help our community identify problems before they happen. When someone is thinking of suicide or hurting themselves, we've built infrastructure to give their friends and community tools that could save their life. When a child goes missing, we've built infrastructure to show Amber Alerts -- and multiple children have been rescued without harm.

And we've built infrastructure to work with public safety organizations around the world when we become aware of these issues. Going forward, there are even more cases where our community should be able to identify risks related to mental health, disease or crime. To help during a crisis, we've built infrastructure like Safety Check so we can all let our friends know we're safe and check on friends who might be affected by an attack or natural disaster.

arverenet.tk Safety Check has been activated almost times in two years and has already notified people that their families and friends are safe more than a billion times. When there is a disaster, governments often call us to make sure Safety Check has been activated in their countries.

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But there is more to build. We recently added tools to find and offer shelter, food and other resources during emergencies. Over time, our community should be able to help during wars and ongoing issues that are not limited to a single event. To rebuild after a crisis, we've built the world's largest social infrastructure for collective action.

We saw a similar effort after the shooting at the Pulse nightclub in Orlando when people across the country organized blood donations to help victims they had never met. Similarly, we built tools so millions of people could commit to becoming organ donors to save others after accidents, and registries reported larger boosts in sign ups than ever before. Looking ahead, one of our greatest opportunities to keep people safe is building artificial intelligence to understand more quickly and accurately what is happening across our community. There are billions of posts, comments and messages across our services each day, and since it's impossible to review all of them, we review content once it is reported to us.

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There have been terribly tragic events -- like suicides, some live streamed -- that perhaps could have been prevented if someone had realized what was happening and reported them sooner. There are cases of bullying and harassment every day, that our team must be alerted to before we can help out. These stories show we must find a way to do more.

Artificial intelligence can help provide a better approach.


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We are researching systems that can look at photos and videos to flag content our team should review. This is still very early in development, but we have started to have it look at some content, and it already generates about one-third of all reports to the team that reviews content for our community. It will take many years to fully develop these systems. Right now, we're starting to explore ways to use AI to tell the difference between news stories about terrorism and actual terrorist propaganda so we can quickly remove anyone trying to use our services to recruit for a terrorist organization.

This is technically difficult as it requires building AI that can read and understand news, but we need to work on this to help fight terrorism worldwide.

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As we discuss keeping our community safe, it is important to emphasize that part of keeping people safe is protecting individual security and liberty. We are strong advocates of encryption and have built it into the largest messaging platforms in the world -- WhatsApp and Messenger. Keeping our community safe does not require compromising privacy. The path forward is to recognize that a global community needs social infrastructure to keep us safe from threats around the world, and that our community is uniquely positioned to prevent disasters, help during crises, and rebuild afterwards.

Keeping the global community safe is an important part of our mission -- and an important part of how we'll measure our progress going forward. The purpose of any community is to bring people together to do things we couldn't do on our own. To do this, we need ways to share new ideas and share enough common understanding to actually work together.

Introduction

Giving everyone a voice has historically been a very positive force for public discourse because it increases the diversity of ideas shared. But the past year has also shown it may fragment our shared sense of reality. It is our responsibility to amplify the good effects and mitigate the bad -- to continue increasing diversity while strengthening our common understanding so our community can create the greatest positive impact on the world.

The two most discussed concerns this past year were about diversity of viewpoints we see filter bubbles and accuracy of information fake news. I worry about these and we have studied them extensively, but I also worry there are even more powerful effects we must mitigate around sensationalism and polarization leading to a loss of common understanding. Social media already provides more diverse viewpoints than traditional media ever has. Even if most of our friends are like us, we all know people with different interests, beliefs and backgrounds who expose us to different perspectives.

Compared with getting our news from the same two or three TV networks or reading the same newspapers with their consistent editorial views, our networks on Facebook show us more diverse content. But our goal must be to help people see a more complete picture, not just alternate perspectives.