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What skills will set you apart in the age of automation? | David Epstein | Big Think

23.8K views
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December 5, 2019
by
Big Think
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What skills will set you apart in the age of automation? | David Epstein | Big Think

TL;DR

In a rapidly changing work world, it's crucial to be a constant learner to adapt to automation and evolving skills.

Transcript

in a rapidly changing work world it's important to be a constant learner to be able to change and evolve your skills. Especially when you're facing automation of certain types of work so i want you to think about a spectrum of work to get automated on one part of the spectrum is chess Chess is based on rules is very clear patterns repeat that is a... Read More

Key Insights

  • ♟️ Computers excel in areas with clear rules and repeating patterns, such as chess.
  • 😨 Automating complex tasks like self-driving cars faces challenges due to unpredictable human behavior.
  • 👨‍🔬 The field of cancer research presents difficulties for AI, as it involves complex patterns and human behavior.
  • 💦 Constant learning and developing a wide array of skills are essential in a rapidly changing work world.
  • 💱 The automation of certain tasks doesn't always eliminate jobs but can change the roles and required skills.
  • 🍦 Soft skills, involving human behavior and adaptability, are difficult for computers to replicate.
  • 😌 Human advantage lies in interpreting non-quantifiable signals and adjusting to real-time changes.

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Questions & Answers

Q: Why have computers made exponential progress in chess?

Computers excel at patterns, and since chess is based on rules and repeating patterns, computers have been able to dominate the game.

Q: What are the challenges in automating self-driving cars completely?

Although there are rules of the road and repeating patterns, self-driving cars face significant challenges, particularly related to unpredictable human behavior and delayed or inaccurate feedback.

Q: Why did IBM Watson underperform in cancer research compared to expectations?

Cancer research falls under the "wicked" learning environment category, where clear rules and repeating patterns are scarce, and human behavior is involved. This makes it challenging for computers to excel in this field.

Q: Why are soft skills important in the changing work world?

Soft skills, such as dealing with human behavior and adapting to real-time changes, are difficult for computers to master. Humans have an advantage in interpreting non-quantifiable signals, making these skills valuable for a long time.

Summary & Key Takeaways

  • Chess, a game with clear patterns and rules, has been successfully automated by computers.

  • Self-driving cars have made progress, but significant challenges remain in automating them fully.

  • AI in cancer research, specifically IBM Watson, has faced challenges and underperformed compared to expectations.


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