To help facilitate this, we have developed the Mindful AI approach to help businesses develop AI solutions that are more valuable because they are relevant and useful to the people they serve – rather than just the producers of the platform. We make AI technology more inclusive by working with under-represented communities through the diversity we need for our data programs (age, gender, groups, genre, geographies, ethnicities, cultures, and languages) to help our customers build more inclusive AI-based products and to reduce bias. Our expertise with AI localization makes it possible for our clients to make their AI applications more inclusive and personalized, respecting critical nuances in local language and user experiences that can make or break the credibility of an AI solution from one country to the next. By designing an AI application more mindfully from the start, a business will set itself up to be more effective and inclusive in its development of AI applications that help people no matter where they live. To help facilitate this, we have developed the Mindful AI approach to help businesses develop AI solutions that are more valuable because they are relevant and useful to the people they serve – rather than just the producers of the platform.

Deep learning involves a highly iterative process where data scientists build models and test them on GPU-powered systems until they get something they can work with. It can be expensive and time-consuming, often taking weeks to fashion the right model. New startup Determined AI wants to change that by making the process faster, cheaper and more efficient. It emerged from stealth today with $11 million in Series A funding. The round was led by GV (formerly Google Ventures) with help from Amplify Partners, Haystack and SV Angel. The company also announced an earlier $2.6 million seed round from 2017, for a total $13.6 million raised to date.