The Artificial Intelligence Decision Landscape
The Artificial Intelligence landscape is bigger and more interesting than people are aware of. With so many options, what’s really important is how to make the right decisions.
To look beyond data and move into the realm of Decision Science, I’m talking to an expert on helping others understand how to make decisions in the age of collaboration between humans and Artificial Intelligence.
Cassie Kozyrkov is a Chief Decision Scientist and the founder of Decision Intelligence at Google where she’s provided guidance on over 100 projects and trained over 20,000 Googlers in statistics, decision-making and machine learning. She’s also a LinkedIn Top Voice.
Index
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00:00 Introduction
00:55 The importance of good decision making
01:39 Creating a new discipline at Google
02:49 The value of studying decision making
04:06 Incorporating data into decision making
05:26 The modern decision discipline
05:53 The role of machine learning and AI in decision intelligence
07:38 The sub-disciplines of data science
08:06 The challenges of statistics education
09:18 The importance of learning nothing in decision making
12:43 Misconceptions about AI and decision making
14:47 The importance of thoughtfulness in AI
17:18 The impact of AI on decision making
19:42 Gullibility and the use of AI tools
26:36 Responsible use of AI in decision making
30:27 The subjective nature of AI instructions
32:46 The need for testing and verification in AI
36:15 The productivity boost of AI tools
45:02 The future of work and AI's impact on the job market
50:42 Will be nothing to do with AI advancements?
Links
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Google's got a chief decision scientist: https://go.raybo.org/TFIT2201
The value of "soft" skills in data science: https://go.raybo.org/TFIT2202
Data Science Leaders: There are too many of you: https://go.raybo.org/TFIT2203
The best advice I never got for a technical career: https://go.raybo.org/TFIT2204
A Discussion on AI with Cassie Kozyrkov: https://go.raybo.org/TFIT2205
Dad follows kid's PB&J instructions: https://go.raybo.org/TFIT2206
First Thing Great Decision Makers Do: https://go.raybo.org/TFIT2207
Cassie Kozyrkov on Medium: https://go.raybo.org/TFIT2208
Pixabay - Free Images to Use Anywhere: https://go.raybo.org/TFIT2209
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