My CIO.com Blog

New Monthly Articles – AI, Data and Analytics Strategies

I published a new article on my CIO.com column in February. The main argument is that bias in AI algorithms can cause damage for enterprises. I compare it to the impact of  data breach on an enterprise to make that point. Sure, you can argue about how they are different but that is not the point. Instead focus on the serious impacts of bias and how to prevent, detect and respond to it.

When we are struggling to adopt a new technology and deal with maturing it and growing our capabilities we tend not to focus on the risks until the damage is done. Data breaches are an example. We focused on collecting and using data to automate systems and expose them on the internet (and other IoT) and prioritized business and functional concerns at the expense of business risk management until too late.

I do post on my business site blog, Cloud Commmerce Consulting periodically as well. I hope you enjoy them and find value.

Executive Artificial Intelligence Primer

An Introduction to Key AI Technologies

I wrote a primer for executives to understand AI terms. For a quick overview of the key terms…

Natural Language Generation refers to using data to generate text

Hardware with Integrated AI such as GPUs  or integrated AI appliances used in entertainment and gaming but with the ability to massively accelerate machine learning processing

Deep Learning Platforms is used for pattern recognition or classification

Decision Management or EDM/BDM is for optimizing operational decisions

Machine Learning Platforms are used in applications to predict outcomes or classify things