From the course: DJ Patil: Ask Me Anything
What impact does technology have on the US economy?
From the course: DJ Patil: Ask Me Anything
What impact does technology have on the US economy?
(bright music) - As we continue to develop more applications, as we continue to develop technology, what impact does that have on our economics in the United States? - It's one of the questions that President Obama asked us, was to take a look at this question of what's going to be the impact of AI? And there's two portions in that, which is one is the idea of what people often refer to as general AI versus specific AI. General AI is the idea there's going to be some new species that's been created as an intelligent being. Let's set that aside and really focus on the question of specific AI, which is the idea of spell checkers, to self-driving cars, and all of the things there. And what we produced is the White House report on artificial intelligence, and it lays out a series of frameworks and the questions that need to be addressed, as well as what the national strategy needs to have happen to invest in AI. The first portion of that is actually this very troubling statistic that something like 70% or more even in many cases of the assessments of minimum paying jobs, the low wage jobs could be displaced by automation in a very short period of time, so from truck drivers, to somebody who's working in a restaurant, to dish washers, to you name it. That's actually, I think, since the time we wrote that and looked at it, we're actually seeing another more challenging trend, which is there's a number of very good white collar jobs that are really about to go through an upheaval as well, specifically in finance. What we're not talking about is if you think about the giant bank that typically is in the classic tall skyscraper, those are a lot of white collar jobs that are right in the, think of the belly of the bank. You have one process that leads to another process, and they're all kind of chained together, but each process in its own doesn't require a whole lot of judgment. There's a checklist that each person has to follow, so compliance, et cetera. Those are really ripe for where AI is going to automate that. There's a bunch of the things at the low-paying wage level where many of those jobs are not jobs that people want, but there's going to be real implications there. What happens also is that moves through other portions of the entire workforce. That's a massive change that's about to happen, and we haven't gotten our head around that. And what do we do with the population of people that are displaced by that? What are the next set of skills? How do their skills apply to other places? And we have not as a society been asking that question with the rigor that we need to, given how fast that change is happening. (bright music)
Contents
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What were you like as a kid?3m 17s
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How did your parents influence you?1m 55s
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How did you navigate college?4m 7s
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What are some fond memories from grad school?2m 45s
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How can we foster learning for everyone?5m 9s
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What's the importance of learning liberal arts?2m 30s
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What advice do you have for job seekers?3m 23s
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How did data science come about?4m 8s
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What does it take to be a data scientist?4m 1s
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Why is apprenticeship important?3m 41s
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How can a data scientist influence policy?2m 20s
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How can I prepare for data science in college?4m 56s
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How can hackathons benefit me?1m 30s
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How did you use data in grad school?2m 15s
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How is data used in the US?3m 55s
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How is data used worldwide?1m 38s
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How do you expose holes in cybersecurity?3m 32s
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How can we educate people about hacking?2m 30s
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What are the real threats to personal data?4m 6s
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Should we focus on media headlines?1m 39s
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How can we educate people about data use?3m 34s
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How can people fight for data privacy?2m 46s
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What's the role of the data scientist in 15 years?4m 30s
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What are you working on currently?3m 31s
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How can we make data secure?3m 26s
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How to serve the people with data science?1m 47s
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What's the difference between wisdom and experience?1m 54s
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How do you advocate for science?2m 3s
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What is the role of AI in today's world?2m 54s
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What's an example of ethical hacking?2m 9s
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How do you bring data science into the workplace?2m 29s
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What is the role of AI in human resources and recruiting?3m 3s
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What are tools every data scientist should own?2m 44s
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Is there a data science code of ethics?4m 6s
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What are AI threats in the cybersecurity world?4m 38s
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How can data scientists better inform the general public?1m 30s
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How can people participate in data science?2m 31s
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Why do people fear a machine revolution?2m 18s
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How can data inform healthcare?1m 31s
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Why should we democratize data?2m 14s
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How are you advocating for science?3m 9s
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Why is the march for science important?3m 42s
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What is AI?1m 37s
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What is an example of robust machine learning?4m 31s
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What is AI's place in healthcare?3m 29s
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How can AI impact clinical trials?3m 22s
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How can a data scientist be best leveraged for business?1m 28s
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What does a data science team need to thrive?2m 56s
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What are the pros and cons with AI in HR roles?3m 27s
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What should be in a data scientist's toolbox?3m 23s
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What makes up a good data science team?2m 3s
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What new projects are you working on?2m 51s
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What data science projects are you working on?1m 40s
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How can AI and machine learning (ML) help cybersecurity?3m 54s
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How can governments fight back against AI attacks?3m 5s
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What can the public do to protect against AI attacks?1m 14s
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What are neural networks (NN)?2m 8s
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What's the difference between ML and NN?1m 42s
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Do you have a favorite machine learning technique?1m 7s
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How does the Internet of Things work?1m 38s
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What is a connected city?3m 3s
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What is the fear associated with data?2m 30s
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How can we address the fear of machines taking jobs?3m 20s
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What about job loss due to AI?1m 43s
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What's the reality of bringing back jobs?1m 50s
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What is a scientific process for data science?2m 46s
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What is your tip for not getting overwhelmed by big data?1m 40s
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How do you accept that you're not going to know stuff?2m 38s
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What is a dynamic range?2m 1s
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When does data leave holes?3m 8s
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How important is diversity on a data science team?2m 13s
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How does data influence people's emotions?4m 15s
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How do you train yourself to be intellectually curious?2m 20s
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How do we empower people to foster dialogue?3m 33s
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What is your philosophy on leadership?2m 56s
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How can a company retain employees?3m 42s
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How do you cultivate employee development?3m 18s
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How do you identify algorithmic biases?2m 46s
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Can you describe the process of ethical testing?2m 46s
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How do you feel about machine learning for business decisions?1m 52s
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Can you talk about your book?4m 10s
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What are possible solutions for displacement?2m 23s
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What impact does technology have on the US economy?3m 2s
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Can you discuss the future of intelligent things?3m 26s
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What are the current issues with data collection?2m 10s
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How is technology changing human expectations?1m 7s
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Wrapping up1m 5s
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