Entrepreneurs Taking on Bias in Artificial Intelligence
Whether it’s a navigation app such as Waze, a music recommendation service such as Pandora or a digital assistant such as Siri, odds are you’ve used artificial intelligence in your everyday life. “Today 85 percent of Americans use AI every day,” says Tess Posner, CEO of AI4ALL. AI has also been touted as the new must-have […]
By Ivan Rodriguez, founder, Geek on Record, and a software engineering manager at Microsoft How many times have you heard that Artificial Intelligence (AI) is humanity’s biggest threat? Some people think that Google brought us a step closer to a dark future when Duplex was announced last month, a new capability of Google’s digital Assistant […]
AI-powered chatbots that use natural language processing are on the rise across all industries. A practical application is providing dynamic customer support that allows users to ask questions and receive highly relevant responses. In health care, for example, one customer may ask “What’s my copay for an annual check-up?” and another may ask “How much does seeing […]
Biases are an incurable symptom of the human decision-making process. We make assumptions, judgements and decisions on imperfect information as our brains are wired to take the path of least resistance and draw quick conclusions which affect us socially as well as financially. The inherent human “negative bias” is a byproduct of our evolution. For […]
The need for diverse development teams and truly representational data-sets to avoid biases being baked into AI algorithms is one of the core recommendations in a lengthy Lords committee report looking into the economic, ethical and social implications of artificial intelligence, and published today by the upper House of the UK parliament. “The main ways to address […]
By Rana el Kaliouby, Co-founder and CEO, Affectiva Last week, I was in LA for the premiere of a new AI documentary, “Do you trust this computer?” (See video link below.) It was a full house with a few hundred audience members. I was one of the AI scientists featured in the documentary along with big wigs […]
Bias in AI decision-making and in the algorithms of machine learning has been outed as a real issue in the march of AI progress. Here is an update on where we are and efforts being made to recognize bias and counteract it, including a discussion of selected AI startups. AI reflects the bias of its […]
By Robin Bordoli, CEO, CrowdFlower A few months back, I found myself in one of those big electronics stores that are rapidly becoming extinct. I don’t remember exactly why I was there, but I remember a very specific moment where a woman with a Chinese accent paced up to the cashier, plopped her home voice […]
When Timnit Gebru was a student at Stanford University’s prestigious Artificial Intelligence Lab, she ran a project that used Google Street View images of cars to determine the demographic makeup of towns and cities across the U.S. While the AI algorithms did a credible job of predicting income levels and political leanings in a given area, Gebru says her work was susceptible […]