Assertion certainty 4/5 debate potential 1/5

Shum: Microsoft's XiaoIce chatbot averages 23 conversation turns per session

Harry Shum · Explaining AI · Jan 16, 2020 · at 4:21

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, Executive Vice President of AI and Research at Microsoft, explains how adding emotional intelligence (EQ) increases conversational engagement for Microsoft's XiaoIce chatbot.

0:00 / 0:08exact quote · 8.9s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“But Xiaomi's CPS, or conversation turns possession, No, on average, actually achieves 23 times.”

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

Opinion
Shum: Opaque AI in medical and military decisions can be deadly
“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 d…”
Harry Shum Jan 16, 2020 ▶ 13:32 Explaining AI
Assertion Partly 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…”
Harry Shum Jan 16, 2020 ▶ 1:21 Explaining AI
Assertion Not checkable as stated
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.”
Harry Shum Jan 16, 2020 ▶ 5:38 Explaining AI
Assertion Partly supported
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.”
Harry Shum Jan 16, 2020 ▶ 6:01 Explaining AI
Opinion
Shum: Goldman Sachs's Apple Card system likely contains AI bias
“You probably would, you know, agree with me that very likely there's some kind of AI buyers in the machine learning system they have built.”
Harry Shum Jan 16, 2020 ▶ 6:55 Explaining AI
Opinion
Shum: Society cannot accept unexplainable AI decision-making
“And because I really believe we cannot accept a future where AI making decisions, ah, that we cannot explain, we cannot understand.”
Harry Shum Jan 16, 2020 ▶ 16:02 Explaining AI
Made with StarZero

Turn any episode into a week of clips.

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.