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AI Fundamentals for Business Leaders
You didn't learn this in business school—and neither did most executives. AI is transforming every industry, and understanding the fundamentals is now essential for strategic decision-making.
Why This Matters
Leaders who understand AI fundamentals make better decisions about tools, talent, and strategy.
How We Help You Learn
- •Curated videos from top educators and researchers
- •Trusted sources: 3Blue1Brown, Karpathy, Google, IBM
- •AI chat to clarify concepts and go deeper
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Andrej Karpathy60:00IntroductoryIntro to Large Language Models
Andrej Karpathy's comprehensive introduction to LLMs: capabilities, architecture, and future directions.
LLMsFundamentalsAI SafetySource: Andrej KarpathyIntroductory
3Blue1Brown28:00IntermediateAttention in Transformers
3Blue1Brown's visual explanation of the attention mechanism that powers modern AI.
TransformersAttentionArchitectureSource: 3Blue1BrownIntermediate
IBM Technology9:00IntroductoryWhat is Retrieval-Augmented Generation?
IBM Technology explains how RAG connects language models to external knowledge bases.
RAGRetrievalKnowledge BasesSource: IBM TechnologyIntroductory
Google Cloud Tech7:00IntroductoryWhat is a Transformer Model?
Google Cloud Tech explains transformer architecture fundamentals.
TransformersArchitectureFundamentalsSource: Google Cloud TechIntroductory
IBM Technology10:00IntermediateWhat are AI Agents?
IBM Technology explains autonomous AI agents and how they use tools to solve problems.
AgentsToolsAutonomySource: IBM TechnologyIntermediate
DeepLearning.AI5:00IntermediateFine-tuning Large Language Models
DeepLearning.AI course introduction on when and how to fine-tune LLMs effectively.
Fine-tuningTrainingCustomizationSource: DeepLearning.AIIntermediate
Google Cloud Tech19:39AdvancedReinforcement Learning from Human Feedback
Google Cloud Tech explains how RLHF aligns AI systems with human preferences.
RLHFAlignmentTrainingSource: Google Cloud TechAdvanced
3Blue1Brown19:00IntroductoryBut What is a Neural Network?
3Blue1Brown's visual introduction to neural networks and deep learning.
Neural NetworksDeep LearningFundamentalsSource: 3Blue1BrownIntroductory
StatQuest with Josh Starmer12:00IntroductoryWord Embeddings and Semantic Search
How text becomes numbers that capture meaning and enable semantic search.
EmbeddingsVectorsSemantic SearchSource: StatQuest with Josh StarmerIntroductory
TED17:00AdvancedThe Path to Artificial General Intelligence
Shane Legg (Google DeepMind) discusses AGI timelines and development considerations.
AGIFutureAI SafetySource: TEDAdvanced
Dwarkesh Patel142:00AdvancedDario Amodei — We Are Near the End of the Exponential
Anthropic CEO Dario Amodei on AGI timelines, the RL scaling hypothesis, and frontier lab economics.
AGIScalingFutureAI Safety+1Source: Dwarkesh PatelAdvanced
Dwarkesh Patel70:00IntermediateElon Musk — In 36 Months, the Cheapest Place to Put AI Will Be Space
Musk argues space-based compute will become dominant and discusses Grok, xAI, and the physics of compute density.
ComputeInfrastructureFutureAGI+1Source: Dwarkesh PatelIntermediate
World Economic Forum32:11AdvancedThe Day After AGI — Davos 2026
Demis Hassabis and Dario Amodei debate what happens the day AGI arrives, at the World Economic Forum.
AGIFutureAI SafetyAlignmentSource: World Economic ForumAdvanced
Nobel Prize29:02AdvancedDemis Hassabis — Nobel Prize Lecture: Accelerating Scientific Discovery with AI
Hassabis's Nobel Prize in Chemistry lecture on the arc from DeepMind's founding to AlphaFold and beyond.
Deep LearningArchitectureFutureScientific AISource: Nobel PrizeAdvanced
Bloomberg Live26:04IntermediateHassabis on an AI Shift Bigger Than the Industrial Age
Demis Hassabis explains to a business audience why the AI shift exceeds the Industrial Revolution in scope.
AGIFutureAI SafetyFoundational ModelsSource: Bloomberg LiveIntermediate