Research - KaDSci

AI Trustworthiness Framework: Beyond Ethics to Reliable AI Systems

Deploying AI without understanding its trustworthiness parallels a pilot skipping pre-flight checks. Trust doesn’t magically appear in intelligent systems. An AI trustworthiness framework provides structured, measurable approaches to assess reliability, moving beyond ethics alone to create systems leaders can defend and stakeholders can trust—from data preparation through continuous monitoring. KEY TAKEAWAYS * Three dimensions define AI trustworthiness: magnitude of consequences, problem complexity, and data quality—all interdependent * Major frameworks (NIST,

Why Our Trust in AI Systems Is Eroding and How to Rebuild It

As artificial intelligence continues to evolve, so does our relationship with it. I’ve seen firsthand how AI’s potential can inspire hope and skepticism in equal measure. While it holds immense promise, a series of high-profile failures and oversimplified solutions have steadily eroded public trust in its capabilities. I’ll walk through why trust in AI systems is diminishing, and more importantly, how I believe we can rebuild it through responsible, transdisciplinary collaboration.

Mission Engineering: Foundations for More Effective Decision Making in Systems of Systems

Mission Engineering Foundations for System of Systems Adaptability: Explore how foundational concepts drive dynamic solutions to meet evolving mission needs effectively.

Combining AI with Human Insight for Smarter Decision Making: Harnessing Human Machine Collaboration for Better Outcomes

Explore how combining AI with Human Insight elevates decision-making processes. Learn about the strengths of collaborative AI, merging computational power with human reasoning to achieve more accurate and efficient outcomes.

STIDS 2024 Keynote by Andreas Tolk on Hybrid Support Solutions for Trans-Disciplinary Teams

Discover how semantic technology enhances cross-disciplinary collaboration at STIDS 2024 Keynote by Andreas Tolk. Join now to learn more from industry leaders.

Enhancing Critical Thinking in Complex Situations: Insights and Strategies

Explore the importance of transdisciplinary critical thinking in complex situations. Enhance problem-solving and decision-making with diverse expertise.

Understanding Artificial Intelligence: Is AI Really Intelligent?

Delve into the complexities of Understanding Artificial Intelligence: its capabilities, limitations, and future implications in our exploration.

Applying Advertising Insights to Evidence Informed HR Innovation Strategies

Are you maximizing the potential of your employees? In today’s ever-evolving business landscape, the value of human capital data cannot be ignored. With the rise of remote work and the merging of personal and professional lives, the need for accurate and comprehensive data on your workforce has become even more crucial. While data-driven strategies have been widely adopted in areas such as sales and marketing, many organizations are lagging behind