Oriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences
1 hr 46 min
Oriol Vinyals is a senior research scientist at Google DeepMind. Before that he was at Google Brain and Berkeley. His research has been cited over 39,000 times. He is one of the most brilliant and impactful minds in the field of deep learning. He is behind some of the biggest papers and ideas in AI, including sequence to sequence learning, audio generation, image captioning, neural machine translation, and reinforcement learning. He is a co-lead (with David Silver) of the AlphaStar project, creating an agent that defeated a top professional at the game of StarCraft. If you would like to get
The Art of Manliness
The Art of Manliness
The Art of Manliness
#665: How Childhood Shapes Adulthood
Ask an adult, especially if they're struggling in life, what caused them to end up the way they did, and they might cite certain factors from their childhood, like having a mother that was too cold. The problem here, of course, is that memories change over time, and narratives about the past develop to fit one's current situation. My guests today work on the kind of research that corrects this problem to figure out how aspects of childhood truly affect adulthood, by studying humans from the time they're babies through middle age and beyond. Their names are Jay Belsky and Terrie Moffitt, and they're professors of human development, and two of the four contributors to The Origins of You: How Childhood Shapes Later Life. To begin our conversation, Jay and Terrie discuss the longitudinal studies they and their colleagues have used to track people over decades of their lives, and how aggressiveness and shyness in childhood end up impacting adulthood. We then discuss the limitations of the famous marshmallow experiment, and what these more expansive longitudinal studies have shown about the importance of self-control in achieving a successful adulthood. We unpack whether the negative outcomes associated with being bullied in childhood are inevitable, who's most likely to become a bully, and who's most likely to be bullied (which as it turns out, isn't a matter of being fat or wearing glasses). We discuss how children who act out in childhood, but avoid making certain mistakes in adolescence, can still turn out okay, and why you probably shouldn't worry about children who were good kids, but get into a little trouble in their teen years. We also dig into the impact that childcare has on kids, and the role that genes play in development. We end our conversation with some allowance-related ideas for cultivating greater self-control in your kids.  Get the show notes at aom.is/childhood. See omnystudio.com/listener for privacy information.
55 min
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