The Risks of Bias in Artificial Intelligence

The Risks of Bias in Artificial Intelligence

Artificial Intelligence is not science fiction anymore. This technology has become part of our lives, and you might not know that you’re already using it. But artificial intelligence models need large amounts of data to be trained. In many cases, this is associated with bias.

Bias was the subject of our last “In Code We Trust” meetup. “The risks of bias in AI”, was led by Ana de Prado, Machine Learning Program Leader at Intelygenz.

We shared some figures and trends concerning Artificial Intelligence. These stats highlighted that currently, 80% of enterprises are now investing in A.I. technology.

Ana introduced the Deep Learning hype and the need to understand how this technology will transform the industry and the way the world does business. In this regard, she also presented some important concepts, such as “word embedding” and its modelling role, as well as how it features learning techniques in natural language processing (NLP).

Opening up the subject at the meetup, Ana showed us some interesting – but unfortunate – examples of bias in Artificial Intelligence that are clearly influenced by social stereotypes and prejudices.

Without a doubt, identifying and mitigating bias is essential to ensuring that Artificial Intelligence can have a positive impact on society. As Ana mentioned in her speech, these technologies need to be more inclusive of: women, people of color, people from different fields, ethics, inclusion, and regulation.

At Intelygenz, we harness the power of A.I. to elevate process automation to Intelligent Process Automation, as well as creating A.I. enabled Intelligent Products.

Discover how A.I. can be used to create custom software projects that can drive businesses forward.

Related Articles you might like

Starting the Automation Journey Part 2: Calculating Process Automation ROI

In part 1 of this series, we showed you how to identify which of your business processes are most suitable […]

View Blog Post

Generating value with A.I. solutions: Where to start

An increasing number of businesses are realizing that A.I. solutions aren’t only hugely beneficial, but also essential for future success. […]

View Blog Post

Starting the Automation Journey Part 1: Identifying Process Automation Opportunities

As mentioned in ‘How to Select Your First Process Automation Project and Calculate the ROI’ , an increasing number of businesses […]

View Blog Post