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It Begins with Data

AML

It Begins with Data

Governance Risk and Compliance leaders recognize that making a shift from a rules-based to...

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An Intensifying AML Landscape and The Financial Industry’s Response

AML

An Intensifying AML Landscape and The Financial Industry’s Response

2020 shaped up to be a year no one will ever forget or one that anyone could have seen coming....

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Navigating The Path to NextGen AML Detection

AML

Navigating The Path to NextGen AML Detection

Despite more stringent anti-money laundering (AML) regulation over the past decade, combating...

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The Self Driving Car of Financial Crime Detection

AML

The Self Driving Car of Financial Crime Detection

In 2015 machines could “see” better than humans and in 2016 AlphaGo learned to play Go and beat...

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Decoding the Financial Crime Genome, AyasdiAI, and an Opportunity for the Market

AML

Decoding the Financial Crime Genome, AyasdiAI, and an Opportunity for the Market

Many have said that little progress has been made in the fight against financial crime. In fact,...

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Innovation, transformation, growth, and resiliency

Artificial Intelligence

Innovation, transformation, growth, and resiliency

Symphony AyasdiAI has been innovating in the artificial intelligence domain for over a decade. Only...

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Beyond Explainability – AI Transparency

Artificial Intelligence

Beyond Explainability – AI Transparency

It is now well understood that in order to make Artificial Intelligence broadly useful, it is...

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Understanding AI complexity through the Lens of Cybersecurity and Project Management Concepts

Artificial Intelligence

Understanding AI complexity through the Lens of Cybersecurity and Project Management Concepts

Thanks to the movies and the media, the public understands AI as having grand potential intermixed...

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COVID-19 Stimulus. Unfortunately, Great News for Financial Crime

AML

COVID-19 Stimulus. Unfortunately, Great News for Financial Crime

Oh to be a money launderer, a tax evader or frankly any established financial criminal in today’s...

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AyasdiAI Model Accelerator recognized as Prime Example of AI Governance by Singapore Government at Davos 2020

Artificial Intelligence

AyasdiAI Model Accelerator recognized as Prime Example of AI Governance by Singapore Government at Davos 2020

On Jan 22nd, 2020, Singapore launched its second edition of its Model AI Governance Framework at...

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Ayasdi’s Next Chapter

AML

Ayasdi’s Next Chapter

Last week, we officially launched the new direction of our company, now called Symphony...

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Relationships, Geometry, and Artificial Intelligence

Artificial Intelligence

Relationships, Geometry, and Artificial Intelligence

In their very provocative paper, Peter Battaglia and his colleagues, posit that in order for...

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Why Prediction Needs Unsupervised Learning

Artificial Intelligence

Why Prediction Needs Unsupervised Learning

The appeal of forecasting the future is very easy to understand, even though it is not realizable....

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Geometric Methods for Constructing Efficient Neural Net Architectures

Topology

Geometric Methods for Constructing Efficient Neural Net Architectures

Deep neural networks are a fascinating and powerful concept that facilitates learning from complex...

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Mathematical Acceleration: Incorporating Prior Information to Make Neural Nets Learn 3.5X Faster

Artificial Intelligence

Mathematical Acceleration: Incorporating Prior Information to Make Neural Nets Learn 3.5X Faster

Deep neural nets typically operate on “raw data” of some kind, such as images, text, time...

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Going Deeper: Using TDA To Learn How Convolutional Neural Networks Learn

Topology

Going Deeper: Using TDA To Learn How Convolutional Neural Networks Learn

In my earlier post I discussed how performing data analysis on the weights learned by convolutional...

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Going Deeper: Understanding How Convolutional Neural Networks Learn Using TDA

Artificial Intelligence

Going Deeper: Understanding How Convolutional Neural Networks Learn Using TDA

In my earlier post I discussed how performing topological data analysis on the weights learned by...

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Incorporating Prior Information In Order to Boost Neural Networks

Topology

Incorporating Prior Information In Order to Boost Neural Networks

Deep neural nets typically operate on “raw data” of some kind, such as images, text, time...

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Using Topological Data Analysis to Understand the Behavior of Convolutional Neural Networks

Artificial Intelligence

Using Topological Data Analysis to Understand the Behavior of Convolutional Neural Networks

TLDR: Neural Networks are powerful but complex and opaque tools. Using Topological Data Analysis,...

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Intelligent Segmentation for AML – A Practitioner’s View

AML

Intelligent Segmentation for AML – A Practitioner’s View

Segmentation is a fundamental component of the anti-money laundering (AML) process, and is...

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What is a model?

Artificial Intelligence

What is a model?

In this post, I want to expand our understanding of the term ‘model’ – the Machine...

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