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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

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.

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.

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

Beyond Responsible AI: 8 Steps to Auditable Artificial Intelligence

Auditable AI provides the documentation and records necessary to pass a regulatory review

European Card Fraud 2020: UK Shrinks Fraud Losses by £46M

FICO's European Fraud Map for 2020 shows how the UK, Denmark and Hungary benefitted from tight controls - while many countries did not

Payment Methods and Fraud: Are Too Many Schemes a Bad Thing?

The profusion of payment mechanisms may be confusing for consumers, and a goldmine for fraudsters

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

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

Brexit Scams Rise as Criminals Target Uncertain Times

Toby Carlin examines a wave of Brexit scams and offers advice on how to spot, prevent, and report them

FICO Survey Shows How UK Fraud Teams Struggled in Pandemic

Nearly four out of five respondents from UK banks said that working from home had a high or major impact on the effectiveness of their financial crime prevention

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

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

FICO AML Threat Score Slashes Alert False Positives

Now there is a better way to reduce SAR false positives while stopping money laundering

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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