A few weeks ago, I said that we will be increasingly faced with AI audits and that I hoped such regulation would be pragmatic.  (Could AI audits end up like GDPR).

That post proved prophetic

The New York city council has passed a new…

• UC San Diego team trained AI to construct a new model of the cell.
• Model detects new protein communities and predicts their functions.
• The technique revealed dozens of novel cell components.

A new study by UC San Diego researchers combined machine learning with protein imaging and biophysical association to create…

• An innocent man spends a year in jail after ShotSpotter frames him for murder.
• The gunshot detection system has been widely criticized for degradation of civil rights.
• ShotSpotter's many problems include a false positive rate of up to 90%.

Sixty-five-year-old Michael Williams was released from jail last…

Google Translate is an amazing feat of engineering, which uses artificial intelligence to translate speech and text from a chosen language into another. In most cases, Google Translate’s own interface embedded in Google Search or on translate.google.com suffices to get…

Machine Learning and the Search for E.T.

• Exoplanet Detection using ML has risen exponentially in the last decade.
• CNNs are identifying more Earth-like planets.
• If we do find extraterrestrial life, it will be with the help of AI.

If there is life beyond Earth, it’s going to…

Spinoza’s ethics was the first attempt to apply Euclidean thinking to philosophy to create a system of ethics from first…

We live in a world where everyone needs to learn how to make informed decisions with incomplete and sometimes conflicting data. And that’s a big challenge because humans are inherently bad at making decisions.  And if you want proof, just visit Las Vegas.  Yes, Las Vegas has figured out how to monetize our stupid human decision-making…

As technology has grown more sophisticated, games have moved from the fringes of social conversation to the centre. Seemingly every technological innovation has a gaming angle to it. Gamers can earn…

Note: this blog introduces the concept of the Marginal Propensity to Reuse which is the primary driver behind the Data Economic Multiplier Effect and the Schmarzo Economic Digital Asset Valuation Theorem.  The Marginal Propensity to Reuse states that an increase in the reuse of a data set across…

Production is often viewed as the final frontier in the machine learning process. By now, your data scientists trained a model on your data, the machine learning and software engineers incorporated that model into an application, the DevOps team configured the automation that containerizes the application for use by the rest of the…

AI has been making a lot of noise off late, especially in the context of software development. Of course, this topic is quite wide, but in this article, we shall focus our attention on AI-driven automation testing. Let us start with understanding what is AI and automation testing. Automation testing refers to the process of executing software test…

Summary

Clustering analysis is another standard method available with SAP BW Data Mining. The clustering models based on this method may apply various combinations of parameters (e.g., maximum number of clusters, minimum fraction of inter-cluster hops per iteration, etc.) in order to implement various…

Introduction

Lack of technology or Healthcare Automation solutions has been creating havoc in the healthcare industry. According to Health Affairs, 44,000 deaths are caused in the U.S. each year due to clinical errors. While every 6 out of 10 deaths are caused due to the lack of technological…

Organizations using Artificial Intelligence (AI) and Machine Learning (ML) solutions face a challenging problem: deploying these capabilities into production systems. The last component of ModelOps and MLOps pipelines is the production deployment stage. This stage occurs after a model is trained and reaches a suitable level of performance and is ready…

I read an article recently, which had a memorable statement:

“Just about every successful deployment of AI has either one of two expedients: It has a person somewhere in the loop, or the cost of failure, should the system blunder, is very low.”

In the article…

A few years back, IT experts and leaders predicted that AI is going to be a major part of our futures, and today, it is here in our living rooms, cars, in our pockets. It is a part of our daily lives and its influence would continue to affect our lifestyles in the coming years. As…

Whether you are a customer searching for your favorite products online, a writer looking for the latest statistics, or a business owner learning SEO skills, you are using a search engine to get answers. And search engines are pretty interesting! You open up your favorite one, add some related keywords and click to search. Within a fraction of a second, you get thousands of results for your entered keyword. It seems like magic. Except that it isn’t!

Search engines can…

Summary

Regression analysis is one of the methods supplied “built-in” with SAP BW Data Mining. Based on this method regression models can be created and configured to satisfy specific analysis requirements (e.g., choice between linear or non-linear approximation, etc.). The method includes…