Google tackles the most challenging problems in computer science and related fields. Being bold and taking risks is essential to what we do, and research teams are embedded throughout Google allowing our discoveries to affect billions of users each day. In doing so, we actively collaborate with, and learn from, the broader scientific community, and publish our research in traditional scientific venues, open source software releases, industry standards, data releases and patents.