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cover of episode Essentials: Machines, Creativity & Love | Dr. Lex Fridman

Essentials: Machines, Creativity & Love | Dr. Lex Fridman

2025/5/29
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Huberman Lab

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Lex Fridman
一位通过播客和研究工作在科技和科学领域广受认可的美国播客主持人和研究科学家。
Topics
Lex Fridman: 我认为人工智能首先是一个宏大的哲学概念,是我们创造其他智能系统的渴望,也许是比我们更强大的系统。从更狭义的层面来看,它也是一套计算数学工具,用于自动化不同的任务。此外,它也是我们理解自己思维的尝试,构建能够展现某种智能行为的系统,以便理解我们自身什么是智能。当然,人工智能作为一个社区,作为一组研究人员和工程师,它是一套工具,一套计算技术,可以让你解决各种问题。机器学习强调的是学习的任务,即如何让机器通过某种过程变得越来越擅长特定任务。近年来最有效的是深度学习技术,它利用神经网络,通过学习来完成特定任务。自监督学习旨在减少人类的监督,让机器通过观察互联网上的图片或文本来学习。自我对弈是一种特殊的自监督学习机制,系统通过与自身的变异版本对战来不断改进。价值对齐是确保AI的目标与人类价值观和社会相符的过程。

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In this Huberman Lab Essentials) episode my guest is Lex Fridman, PhD), a research scientist at the Massachusetts Institute of Technology (MIT), an expert in robotics and host of the Lex Fridman Podcast).

We discuss the development of artificial intelligence through machine learning, deep learning and self-supervised techniques. We also examine the growing significance of interactions between humans and robots, including their potential for companionship and emotional connection. This episode explores how AI is shifting from a technical tool into something that could reshape human relationships, emotions and society.

Read the episode show notes at hubermanlab.com).

Thank you to our sponsors

AG1: https://drinkag1.com/huberman)

Maui Nui: https://mauinui.com/huberman)

Function: https://functionhealth.com/huberman)

David: https://davidprotein.com/huberman)

Timestamps

00:00:00 Lex Fridman; Artificial Intelligence (AI), Machine Learning, Deep Learning

00:02:23 Supervised vs Self-Supervised Learning, Self-Play Mechanism

00:09:06 Tesla Autopilot, Autonomous Driving, Robot & Human Interaction

00:14:26 Sponsors: AG1 & Maui Nui

00:17:47 Human & Robot Relationship, Loneliness, Time

00:22:38 Authenticity, Robot Companion, Emotions

00:27:55 Robot & Human Relationship, Manipulation, Rights

00:32:12 Sponsors: Function & David

00:35:14 Dogs, Homer, Companion, Cancer, Death

00:40:04 Dogs, Costello, Decline, Joy, Loss

00:47:31 Closing

Disclaimer & Disclosures)

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