AI Predictions 2022: The Great Humbling of AI
I predict that Auditable AI and Humble AI will become widely used in 2022, as essential parts of Responsible AI
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Scott Zoldi
Dr. Scott Zoldi is chief analytics officer at FICO, responsible for artificial intelligence (AI) and analytic innovation across FICO's product and technology solutions. While at FICO, he has authored more than 120+ analytic patents, with 80 granted and 47 pending. Scott is an industry leader at the forefront of Responsible AI, and an outspoken proponent of AI governance and regulation. His groundbreaking work in AI model development governance, including a patented use of blockchain technology for this application, has helped propel Scott to AI visionary status, with recent awards received including a Future Thinking Award at Corinium Global’s Business of Data Gala. Scott serves on the Boards of Directors of Software San Diego and San Diego Cyber Center of Excellence. He received his Ph.D. degree in theoretical and computational physics from Duke University.
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Fighting Bias: How Interpretable Latent Features Remove Bias in Neural Networks
FICO’s data science labs called interpretable latent feature-based neural networks (ILF NNET) help expose and eliminate biases derived from data showing up in the model.
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FICO’s New AI Playbook: How to Achieve Responsible AI
The Responsible AI Playbook provides a clear path to operationalizing AI deployments. Use it to achieve high-impact business results within important ethical and legal boundaries.
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Open Source Junkies: How Much Analytic Power Do You Need?
Data scientists need to justify the need for the incremental risk we assume when using more complicated methods to solve a problem - not be open source junkies
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Beyond Responsible AI: 8 Steps to Auditable Artificial Intelligence
Auditable AI provides the documentation and records necessary to pass a regulatory review
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FICO Integrates Fraud and Scam Detection in FICO Falcon Retail Banking 3.0 Model
FICO’s new Scam Detection Score identifies 50% more scam transactions compared to the standard fraud score
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It’s 2021. Do You Know What Your AI Is Doing?
New "State of Responsible AI" report from Corinium and FICO finds that most companies don’t—and are deploying artificial intelligence at significant risk
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Open Banking: Will COVID-19 Unleash a Pandemic of Fraud?
There is an urgent need for open banking fraud detection, even before banks have sufficient data to train supervised fraud detection models
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Trusted AI: The Science of Monotonicity in Neural Networks
In part 2 of this series, I take a deep dive into the data science that drives monotonicity and palatability, qualities that help gain trust in AI
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FICO AML Threat Score Slashes Alert False Positives
Now there is a better way to reduce SAR false positives while stopping money laundering
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Trusted AI: The Challenge of Monotonicity and Palatability
In part 1 of this series, I explore why it's vital - and difficult - to achieve monotonicity and palatability in certain AI models
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What Is Responsible AI?
Responsible AI is a standard for ensuring that AI is safe, trustworthy and unbiased
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