Why do people fear a machine revolution?
(energetic electronic music) - [Interviewer] So, in an open letter to the NIH, you wrote, "The general consumer "is likely to benefit sooner than the Department of Defense "when it comes to data." What did you mean by that? - Well, the argument that I was starting with, is let's take the self-driving car. The original genesis of the self-driving car was work from the Department of Defense, under what's often referred to as DARPA, and that was the grand challenge to create a self-driving car. And the question there is, under the way taxes are spent, appropriation by Congress, is that said, hey, the Department of Defense is investing in this so that this is going to be able to be used by the Department of Defense. So who's going to get the self-driving car first in this case? Is it going to be the consumer, or is it going to be the person that's in the military? And in this case, it's going to actually be, interestingly enough, the consumer. That's a flip from what it's traditionally been. Most oftentimes it's been, the military has the application first, and then it trickles into the rest of industry. Why is that? It's because, one, the prevalence of data, the technology, the open source, and then all of this infrastructure that we've built up in these companies that have the ability to use that data. And one of the things that was done under the Obama administration, that President Obama signed, is an executive order that said, by default, all data that the federal government produces is open and machine-readable. And the reason for that was, look, one, it's paid for by the American public, two, is when you unlock it in that way, and other people are able to interact with that data, you don't know where innovation's going to come from, but the cool thing is that somebody out there is going to use it in some creative way to come up with something really insightful and brilliant, and as long as the right measures are in there to ensure that that data is being used responsibly, and that data is secure, and all the other necessary checks are in there, really great stuff can happen. (energetic electronic music)
内容
-
-
-
What were you like as a kid?3 分钟 17 秒
-
How did your parents influence you?1 分钟 55 秒
-
How did you navigate college?4 分钟 7 秒
-
What are some fond memories from grad school?2 分钟 45 秒
-
How can we foster learning for everyone?5 分钟 9 秒
-
What's the importance of learning liberal arts?2 分钟 30 秒
-
What advice do you have for job seekers?3 分钟 23 秒
-
How did data science come about?4 分钟 8 秒
-
What does it take to be a data scientist?4 分钟 1 秒
-
Why is apprenticeship important?3 分钟 41 秒
-
How can a data scientist influence policy?2 分钟 20 秒
-
How can I prepare for data science in college?4 分钟 56 秒
-
How can hackathons benefit me?1 分钟 30 秒
-
How did you use data in grad school?2 分钟 15 秒
-
How is data used in the US?3 分钟 55 秒
-
How is data used worldwide?1 分钟 38 秒
-
How do you expose holes in cybersecurity?3 分钟 32 秒
-
How can we educate people about hacking?2 分钟 30 秒
-
What are the real threats to personal data?4 分钟 6 秒
-
Should we focus on media headlines?1 分钟 39 秒
-
How can we educate people about data use?3 分钟 34 秒
-
How can people fight for data privacy?2 分钟 46 秒
-
What's the role of the data scientist in 15 years?4 分钟 30 秒
-
What are you working on currently?3 分钟 31 秒
-
How can we make data secure?3 分钟 26 秒
-
How to serve the people with data science?1 分钟 47 秒
-
What's the difference between wisdom and experience?1 分钟 54 秒
-
How do you advocate for science?2 分钟 3 秒
-
What is the role of AI in today's world?2 分钟 54 秒
-
What's an example of ethical hacking?2 分钟 9 秒
-
How do you bring data science into the workplace?2 分钟 29 秒
-
What is the role of AI in human resources and recruiting?3 分钟 3 秒
-
What are tools every data scientist should own?2 分钟 44 秒
-
Is there a data science code of ethics?4 分钟 6 秒
-
What are AI threats in the cybersecurity world?4 分钟 38 秒
-
How can data scientists better inform the general public?1 分钟 30 秒
-
How can people participate in data science?2 分钟 31 秒
-
Why do people fear a machine revolution?2 分钟 18 秒
-
How can data inform healthcare?1 分钟 31 秒
-
Why should we democratize data?2 分钟 14 秒
-
How are you advocating for science?3 分钟 9 秒
-
Why is the march for science important?3 分钟 42 秒
-
What is AI?1 分钟 37 秒
-
What is an example of robust machine learning?4 分钟 31 秒
-
What is AI's place in healthcare?3 分钟 29 秒
-
How can AI impact clinical trials?3 分钟 22 秒
-
How can a data scientist be best leveraged for business?1 分钟 28 秒
-
What does a data science team need to thrive?2 分钟 56 秒
-
What are the pros and cons with AI in HR roles?3 分钟 27 秒
-
What should be in a data scientist's toolbox?3 分钟 23 秒
-
What makes up a good data science team?2 分钟 3 秒
-
What new projects are you working on?2 分钟 51 秒
-
What data science projects are you working on?1 分钟 40 秒
-
How can AI and machine learning (ML) help cybersecurity?3 分钟 54 秒
-
How can governments fight back against AI attacks?3 分钟 5 秒
-
What can the public do to protect against AI attacks?1 分钟 14 秒
-
What are neural networks (NN)?2 分钟 8 秒
-
What's the difference between ML and NN?1 分钟 42 秒
-
Do you have a favorite machine learning technique?1 分钟 7 秒
-
How does the Internet of Things work?1 分钟 38 秒
-
What is a connected city?3 分钟 3 秒
-
What is the fear associated with data?2 分钟 30 秒
-
How can we address the fear of machines taking jobs?3 分钟 20 秒
-
What about job loss due to AI?1 分钟 43 秒
-
What's the reality of bringing back jobs?1 分钟 50 秒
-
What is a scientific process for data science?2 分钟 46 秒
-
What is your tip for not getting overwhelmed by big data?1 分钟 40 秒
-
How do you accept that you're not going to know stuff?2 分钟 38 秒
-
What is a dynamic range?2 分钟 1 秒
-
When does data leave holes?3 分钟 8 秒
-
How important is diversity on a data science team?2 分钟 13 秒
-
How does data influence people's emotions?4 分钟 15 秒
-
How do you train yourself to be intellectually curious?2 分钟 20 秒
-
How do we empower people to foster dialogue?3 分钟 33 秒
-
What is your philosophy on leadership?2 分钟 56 秒
-
How can a company retain employees?3 分钟 42 秒
-
How do you cultivate employee development?3 分钟 18 秒
-
How do you identify algorithmic biases?2 分钟 46 秒
-
Can you describe the process of ethical testing?2 分钟 46 秒
-
How do you feel about machine learning for business decisions?1 分钟 52 秒
-
Can you talk about your book?4 分钟 10 秒
-
What are possible solutions for displacement?2 分钟 23 秒
-
What impact does technology have on the US economy?3 分钟 2 秒
-
Can you discuss the future of intelligent things?3 分钟 26 秒
-
What are the current issues with data collection?2 分钟 10 秒
-
How is technology changing human expectations?1 分钟 7 秒
-
Wrapping up1 分钟 5 秒
-