Osonde A. Osoba

An Intelligence in Our Image

The Risks of Bias and Errors in Artificial Intelligence

Machine learning algorithms and artificial intelligence influence many aspects of life today. This report identifies some of their shortcomings and as...

Integrating Social Media into Information Systems

Requirements, Gaps, and Potential Solutions

This report examines the technical challenges associated with incorporating bulk, automated analysis of social media information into procedures for v...

The Global Landpower Network

Recommendations for Strengthening Army Engagement

The U.S. Army's global landpower network concept integrates, sustains, and advances the Army's efforts to meet U.S. national security guidance emphasi...

Advancing Equitable Decisionmaking for the Department of Defense Through Fairness in Machine Learning

This report provides policymakers and developers of machine learning algorithms with a framework and tools to produce algorithms that are consistent w...

Algorithmic Equity

A Framework for Social Applications

This report is an examination of pathologies in social institutions' use of algorithmic decisionmaking processes. The primary focus is understanding h...

Air Dominance Through Machine Learning

A Preliminary Exploration of Artificial Intelligence-Assisted Mission Planning

U.S. air superiority is being challenged by global competitors. In this report, the authors prototype a new artificial intelligence system to help dev...

Priority Challenges for Social and Behavioral Research and Its Modeling

Social-behavioral modeling is famously hard. This report examines shortcomings and obstacles--some inherent to complex adaptive systems broadly and so...

The Resilience Assessment Framework

This report describes the resilience assessment framework that RAND Project AIR FORCE developed to assess the potential impact of integrating select c...