Turning the tide on human trafficking | Making AI accountable

Oracle Oracle View this message in a web browser   Forward to a friend Week of January 16, 2023 For you this week: How the latest financial tech help disrupts trafficking networks. New ways to ensure responsible AI. How organizations can become “skills driven.” An expert guide to Jackson, a JSON serialization library written in Java. Plus: Finding the hidden gems in Java 19. Connect for more news “Human trafficking networks depend on an elaborate system of conspiracy and deceit to perpetuate and profit from their insidious crimes. Advanced financial crime technology provides powerful tools and new hope for those on the front lines.” — Swamy Ramchandran, with coauthor Sweta Chauhan, Oracle Financial Services Follow the money Identifying illicit transactions and tracking their financial trails is key to identifying and combating human trafficking, which now claims an estimated 50 million victims worldwide living in modern slavery. Institutions are leveraging big data, advanced analytics, artificial intelligence (AI), network analysis, and other technologies to spot suspicious behaviors and transactions. Transparent AI Developing responsible AI for enterprise applications requires creating and deploying in a transparent and accountable way and avoiding the use of AI in ways that might be discriminatory or biased against certain individuals or groups, says Oracle’s Sanjay Basu, PhD. Action Jackson Serialization involves creating a representation of an object to store or transmit it and then reconstructing it in a different context. One of the best libraries for doing this, says author and Java Champion Ben Evans, is Jackson, a popular JSON serialization library written in Java. Skills pay the bills Skills-driven organizations put skill sets and not job titles at the center of work, says Oracle’s Christine Yokoi. Technology can help by leveraging AI to recommend relevant skills throughout HCM business processes. Industry Spotlight: Financial services Zurich Insurance secures access Flagstar Bank gets fast and flexible Dojo improves payment tech FEATURED TECH Hidden gems in Java 19 Java Champion Mohamed Taman dives into Java 19 to explore the seven main JEPs in the release and then gives us a second article with “the real hidden stuff.” Hands-on tech Configure OCI Data Flow interactive notebook and access Autonomous Data Warehouse and Object Storage Calculate distances between point geometries in database through OAC dataset definition Get certified for Oracle Cloud Infrastructure More tech stories Events Webinar: Oracle showcases new innovations for multicloud observability and management January 25 Oracle Safety Consortium Innovation Summit North America 2023 February 9 Watch Oracle CloudWorld 2022 key sessions On demand Find CloudWorld content for you On demand The future of the data lakehouse On demand Java 19 Innovations On demand Save the date for Oracle CloudWorld 2023, September 18–21, 2023 Subscribe for updates More events News, views, and how-tos delivered straight to your inbox Subscribe Stay connected #oracleconnect

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