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Turning the tide on human trafficking | Making AI accountable

Oracle

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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.

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“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

Good Reads

Turning the tide on human trafficking | Making AI accountable

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Good Reads

Turning the tide on human trafficking | Making AI accountable

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