While most of the usual arguments around increasing diversity in the technological workspace are geared toward fairness and balance, one of the lesser-known implications of diversity is in how artificial intelligence, machine learning and bots are trained by humans to do our bidding.
“When you’re looking at this great new technology for AI and bots, in particular, you must have a diverse team,” said Sandy Carter (pictured), chief executive officer at Silicon Blitz.
Carter recently joined Jeff Frick (@JeffFrick), host of theCUBE, SiliconANGLE Media’s mobile live streaming studio, during the Professional BusinessWomen of California Conference in San Francisco, California. (*Disclosure below.)
In addition to discussing why diverse teams are necessary for bot training, they also discussed the leadership forum that Carter founded three years ago.
Training bots for inclusion
In programming right now, chat bots are all the rage.
“If you think about AI, machine learning, and bots, you have to train the computer; the computer’s not naturally smart,” explained Carter. She said that if the data from the team that goes into the bots is biased, then the output will be biased as well.
Carter stressed that the teams that train bots should include people from different ages, races and sexual orientation. However, mere diversity alone is not enough: Communication between the team members must be inclusive and open, and the team needs projects that they can be passionate about. Additionally, there needs to be a testing method to make sure that the final delivered product reflects the diversity in thought of the team, Carter explained.
As part of PBWC, Carter started a leadership forum for senior women leaders, including C-suite team members from some of California’s best-known companies: Chevron, Clorox, IBM, Microsoft, Intel, Amazon, Salesforce and Airbnb.
Among other issues, the forum discussed how best to include and motivate millennials in the workforce; a pressing issue, since it is estimated that 50 percent of the workforce will be made up of Millennials by 2020, Carter stated.
Watch the complete video interview below, and be sure to check out more of SiliconANGLE’s and theCUBE’s coverage of the PBWC Conference. (* Disclosure: Some segments on SiliconANGLE Media’s theCUBE are sponsored. Sponsors have no editorial control over content on theCUBE or SiliconANGLE.)