Data scientist Kristian Lum is workin in AI and machine learning
As the lead statistician at the nonprofit Human Rights Data Analysis Group, Kristian Lum, 33, is trying to make sure the algorithms increasingly controlling our lives are as fair as possible. She’s especially focused on the controversial use of predictive policing and sentencing programs in the criminal justice system. When it comes to bias, Lum isn’t concerned only with algorithms. In a widely read December blog post, she described harassment she’d experienced at academic conferences when she was a doctoral student at Duke University and an assistant research professor at Virginia Tech. No longer in academia, she uses statistics to examine pressing human-rights problems.
What’s the relationship between statistics and AI and machine learning?
AI seems to be a sort of catchall for predictive modeling and computer modeling. There was this great tweet that said something like, “It’s AI when you’re trying to raise money, ML when you’re trying to hire developers, and statistics when you’re actually doing it.” I thought that was pretty accurate.
You’re studying how machine learning is used in the criminal justice system. What drew you to that?
Bu hikaye Bloomberg Businessweek Middle East dergisinin 1 June, 2018 sayısından alınmıştır.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Giriş Yap
Bu hikaye Bloomberg Businessweek Middle East dergisinin 1 June, 2018 sayısından alınmıştır.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Giriş Yap
Golfing With The Enemy
Did Donald Trump's executives violate the Cuban embargo?
Super-Rich Syrians Wait for War's End
Actor, author, playwright. Gill Pringle tries her hand at unravelling the mystery behind this enigmatic multi-hyphenate
Pam Codispoti
The mastermind behind the industry-shaping Chase Sapphire Reserve Card sets her sights on banking
This Time It's The Economy
President Rouhani’s budget sets offprotests from people angry about unemployment and inflation
Saudi Prince Counts On Support Of Citizens
State-worker salary increases appeal to the people, but policy may throw the budget off track
Stalin's Legacy Is Choking The Ukrainian Economy
The government has resisted pressure to lift a ban on land sales, despite pressure from the IMF and investors
Catastrophe Bonds Survive A Stormy Year
The turbulence of 2017 couldn’t destroy a market for betting against disasters
Riding The West Bank's Credit Boom
Increased consumer lending is creating a bubble in the West Bank
You'd Be Crazy To Buy Pizza With Bitcoin
Speculative fervour makes the cryptocurrency clumsy for commerce
What If The President Loses His Party?
Trump has to figure out a way to work with Republicans in Congress, or the global economy may be at stake