Insight certainty 4/5 debate potential 1/5

Deploying AI systems requires explicit evidence behind recommendations

Michael Karasick · Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital) · Jan 15, 2015 · at 15:49

Michael Karasick (VP of Innovation at IBM Watson) explaining lessons learned while deploying Watson in clinical oncology settings at Memorial Sloan Kettering.

0:00 / 0:09exact quote · 9.9s
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“One of the things we learned about systems like Watson, if you're going to deploy it is people want to know why. You know, give it an answer, and they go, they want evidence.”

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More from Michael Karasick

Assertion Not checkable as stated
IBM Watson was engineered as modular specialized bots, not one model
“The right way to think of Watson is, And the engineering is, is a lot of cooperating little bots. So think of all of the Watson engines as having an NLP component which is trained according to the domain. So there isn't one Watson, there's a bunch of them.”
Michael Karasick Jan 15, 2015 ▶ 11:50 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
Assertion Supported
IBM Watson used Apache UIMA and did not replace Hadoop
“I wouldn't assert that it replaces Hadoop. In fact, it's based on UEMA. It's an Apache project.”
Michael Karasick Jan 15, 2015 ▶ 23:14 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
Disclosure
IBM created a $100 million Watson investment fund
“And we created a hundred million dollar investment fund.”
Michael Karasick Jan 15, 2015 ▶ 2:35 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
Disclosure
IBM Watson has made three minority investments in startups
“And we've done, I guess, three minority investments in startups who have decided to work with us.”
Michael Karasick Jan 15, 2015 ▶ 2:40 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
Disclosure
IBM Watson venture fund targets Series B and C startups
“B and C, yeah. We want people to sort of, kind of know where, where their feet are.”
Michael Karasick Jan 15, 2015 ▶ 3:57 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
Assertion Partly supported
IBM Watson released a cookbook on Amazon with 50 AI-created recipes
“There's a cookbook out also, and it's available on Amazon. Done, done with the Institute of Culinary Education. There's kind of 50 Watson-created recipes.”
Michael Karasick Jan 15, 2015 ▶ 9:10 Michael Karasick, IBM Watson // Data Driven #33 // Jan 2015 (Hosted by FirstMark Capital)
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