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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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The Trust Challenge – Why Explainable AI is Not Enough

Artificial Intelligence

The Trust Challenge – Why Explainable AI is Not Enough

The success of Machine Learning has prompted a great deal of discussion around the notion of...

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Why an Application Orientation Matters When Applying AI to the Enterprise

Artificial Intelligence

Why an Application Orientation Matters When Applying AI to the Enterprise

We live in a changing world. The amount of data that we create is growing at a rate that is far...

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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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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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The Next-Generation of AML: Tracking Users Based on Actual Behavior

AML

The Next-Generation of AML: Tracking Users Based on Actual Behavior

The view of customer risk you have today is not reflective of the actual risk they pose to your...

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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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The Chartis and Forbes Double

Artificial Intelligence

The Chartis and Forbes Double

The team at Chartis Research is about as well regarded in financial services as you get. Their...

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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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The Winds of Change at ACAMS 2018

AML

The Winds of Change at ACAMS 2018

Of all the industry groups we engage with, ACAMS is different. The mission focus, the educational...

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AI in Regulated Industries: The No-Nonsense Guide

Topology

AI in Regulated Industries: The No-Nonsense Guide

While there is much teeth-gnashing over the hype associated with AI, the fact of the matter is that...

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The Double Edged Sword of Deep Learning + The Importance of Breakthrough Science

Artificial Intelligence

The Double Edged Sword of Deep Learning + The Importance of Breakthrough Science

There is a nice piece out in Tech Republic that recounts a conversation between reporter Nick Heath...

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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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Feature Rich – How Features Feature in Our 7.10 Release

Engineering

Feature Rich – How Features Feature in Our 7.10 Release

Our position is pretty clear – we believe that every application will become an intelligent...

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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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Transforming Before Your Eyes – New Transformation Services

Artificial Intelligence

Transforming Before Your Eyes – New Transformation Services

Intelligent applications are only as valuable as the data they act upon.  Cleansing, merging...

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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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A Recipe for Success: Introducing the Ayasdi Cookbook and Segmentation Recipe

Artificial Intelligence

A Recipe for Success: Introducing the Ayasdi Cookbook and Segmentation Recipe

Ayasdi has strong focus on building intelligent applications. It comes from our belief that, in the...

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Indispensable

A breakthrough in value and risk discovery. Quickly and continuously uncover competitive and profit opportunity, previously unknown risks and attacks, and finally move AI from the lab to production, to drive shareholder value.

Transformative

A Top 10 DARPA innovation, with 36 patents and $100 million in R&D innovation, all delivering now the most powerful enterprise-class AI platform in existence.

Trusted

Real, ready, and resilient. Data agnostic, enterprise-scale, Defense Department secure, and fully explainable AI.