This episode carries Harry Shum's own address, with nobody on the show putting
questions to them. It still counts as said, and it is kept out of every score on their page.
Harry Shum, former Executive VP of Microsoft AI and Research, argues that unexplainable AI systems pose severe risks in high-stakes fields.
“You might think it's probably harmless to get some kind of Netflix, Netflix recommendation about the movies you to watch. But the political ads on social networks can be problematic. Medical diagnosis, or even military decisions based on AI, you know, can be deadly.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Harry Shum
AssertionPartly supported
Shum: Microsoft AI surpassed human transcribers with 5.1% error rate
“In speech, ah, there's this very standard dataset called the switchboard dataset that is really recording of two, ah, from two sides and, ah, phone conversations. Ah, two years ago, we accomplished the 5.1% of the error rate. Ah, that is really, really, ah, am…”
Shum: XiaoIce distributed 1M coupons with 40% in-store conversion rate
“So we did experiment with the coupons, and the amazing that, you know, we distributed a million coupons in 13 hours, and the in-stock conversion rate hit a 40% in the next four days.”
Shum: XiaoIce powers 90% of Chinese corporate earnings summaries
“We actually now power 90% of, ah the quarterly earning report summary, ah, for 90% of, you know, Chinese companies, and they're also powered by Xiaoice.”
Shum: Microsoft AI approaches human parity in perception and language
“We actually gradually approaching human parody in a number of those human tasks, especially perception. From computer vision to speech to more and more natural language.”
This entire site, over 1,000 episodes transcribed, diarized, checked and made playable,
runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the
moments worth sharing, cuts them, captions them, and reframes them for every feed.
We use essential cookies to make the site work. With your permission we
also use analytics cookies (Google Analytics and Mixpanel) to understand
usage and improve StarZero. See our Cookie Policy.