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MIT Sloan AI Adoption Certificate — From Proof-of-Concept to Practice
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Explore how generative AI can revolutionize your learning process in this 49-minute conference talk from GOTO Copenhagen 2024. Discover how AI transformers can overcome traditional cognitive limitations in attention, synthesis, and retention, enabling you to use AI as an effective learning scaffold. Learn why generative AI functions essentially as a teacher and understand how its properties both mirror and differ from human brain processes. Examine what ChatGPT actually does, the power of metaphor in learning, and survey seven international companies with foundational large language models. Investigate the mechanics of large language models and address concerns about "cheating" versus "learning lightly" in AI-assisted education. Understand the Flynn Effect and develop strategies for navigating our increasingly complex world. Gain practical insights for leveraging AI beyond simple question-answering to genuinely accelerate and strengthen your learning capabilities, with recommendations for further reading on generative AI and learning methodologies.
Syllabus
00:00 Intro
03:03 What does ChatGPT do?
12:32 The value of metaphor
21:35 7 int. companies with their foundational LLMs
26:25 Large language models
34:33 Cheating or "learning lightly"
36:11 The Flynn Effect
39:08 How to think about the new complex world
46:45 Good books on GenAI
48:30 Outro
Taught by
GOTO Conferences