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TED Talks Daily

How do we learn to work with intelligent machines? | Matt Beane

TED Talks Daily

TED

Creativity, Ted Podcast, Ted Talks Daily, Business, Design, Inspiration, Society & Culture, Science, Technology, Education, Tech Demo, Ted Talks, Ted, Entertainment, Tedtalks

4.111.9K Ratings

🗓️ 4 February 2019

⏱️ 10 minutes

🧾️ Download transcript

Summary

The path to skill around the globe has been the same for thousands of years: train under an expert and take on small, easy tasks before progressing to riskier, harder ones. But right now, we're handling AI in a way that blocks that path -- and sacrificing learning in our quest for productivity, says organizational ethnographer Matt Beane. What can be done? Beane shares a vision that flips the current story into one of distributed, machine-enhanced mentorship that takes full advantage of AI's amazing capabilities while enhancing our skills at the same time.

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Transcript

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0:00.0

This TED Talk features organizational ethnographer Matt Bean, recorded live at TED Salon, the next wave 2018.

0:11.5

It's 6.30 in the morning, and Kristen is wheeling her prostate patient into the OR.

0:20.0

She's a resident, a surgeon in training. It's her job to learn.

0:26.1

Today, she's really hoping to do some of the nerve sparing, extremely delicate to section

0:31.4

that can preserve erectile function. That'll be up to the attending surgeon, though, but he's not there

0:37.3

yet. She and the team put the attending surgeon, though, but he's not there yet.

0:38.5

She and the team put the patient under, and she leads the initial eight-inch incision in the lower abdomen.

0:45.6

Once she's got that clamped back, she tells the nurse to call the attending.

0:50.4

He arrives, gowns up, and from there on in, their four hands are mostly in that patient,

0:59.4

with him guiding, but Kristen leading the way.

1:03.3

When the prostate's out, and yes, he let Kristen do a little nerve sparing, he rips off his scrubs.

1:09.7

He starts to do paperwork. nerve sparing. He rips off his scrubs. He starts to do paperwork.

1:11.8

Kristen, Kristen closes the patient by 815,

1:17.3

with a junior resident looking over her shoulder,

1:19.8

and she lets him do the final line of sutures.

1:24.1

Kristen feels great.

1:27.1

Patient's going to be fine, and no doubt, she's a better surgeon than she was at 6.30.

1:32.8

Now, this is extreme work, but Kristen's learning to do her job the way that most of us do,

1:40.5

watching an expert for a bit, getting involved in easy, safe parts of the work,

1:45.5

and progressing to riskier and harder tasks as they guide and decide she's ready.

1:50.9

My whole life, I've been fascinated by this kind of learning.

1:53.9

It feels elemental.

...

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