Exploring Machine Learning, AI, and Behavioral Science

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A conversation with an MIT PhD student about machine learning, AI, and large language models, delving into their meanings and future implications. The hosts express enthusiasm for the insightful discussion and look forward to exploring its implications further.

Is AI about to take over the world, or is it simply…misunderstood?

Tim takes on a solo-sode with guest Ben Manning, a PhD candidate at MIT who is currently writing a thesis on the fascinating world of artificial intelligence (AI) and machine learning. They explore the intricacies of AI, defining key terms, and discussing the hierarchy within AI, machine learning, and large language models. From spell check to ChatGPT, the world of AI is diverse and ever-expanding, and Ben explains the potential of AI to assist fields like behavioral science and beyond.

From healthcare to finance, AI has the potential to benefit various fields, but it’s not without it’s limitations. There’s a certain way we can all embrace this technology and understand where and how is the best place to use it.

Kurt jumps back into the game in this week’s grooving session, where he and Tim reflect on the conversation, highlighting key takeaways and discussing their own perspectives on AI. They emphasize the importance of embracing AI for its potential, and not being scared of the “unknown” it presents.

All hail our robot overlords!

Kidding, but tune in this week for a great conversation on a modern invention, and how it applies to our everyday lives.

Topics

[0:00] Quick announcements for Behavioral Grooves!

[6:35] Intro and speed round

[10:27] AI, psychology, and behavioral science

[16:46] Using machine learning in psychology experiments

[21:34] Using AI to study behavior: Benefits and limitations

[28:33] AI in machine learning and desert island music

[30:57] Grooving session: The future of AI - we're nervous but excited

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Ben Manning