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Why Large Language Models Work: A Modern AI Perspective Curated & reviewed by Hendrik Lojek
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Playing now Concept · Artificial Intelligence, or AI, is the umbrel… Concept · 1 min 0:48 Not started Concept · It's crucial to understand the nested hierarc… Concept · 1 min 1:36 Not started Quiz · Test your understanding: Which option correct… Quiz · 1 min Saved until you open it 2:24 Not started Concept · Artificial Intelligence, in its broadest sens… Concept · 1 min 3:12 Not started Concept · Machine Learning systems improve at a task by… Concept · 1 min 4:00 Not started Concept · Deep Learning is a specialized form of Machin… Concept 4:48 Not started Concept · Generative AI and Large Language Models are d… Concept 4:48 Not started Quiz · Consider a system that uses pre-programmed ru… Quiz Saved until you open it 4:48 Not started Module summary Module summary 4:48 Not started Quiz · Which of the following statements about the A… Quiz Saved until you open it 4:48 Not started Concept · From the 1950s to the 1980s, the dominant app… Concept 4:48 Not started Concept · However, Symbolic AI systems proved brittle. … Concept 4:48 Not started Quiz · What was a primary reason for the 'AI winters… Quiz Saved until you open it 4:48 Not started Concept · From the 1990s to the 2010s, the field pivote… Concept 4:48 Not started Concept · The inflection point for modern AI was AlexNe… Concept 4:48 Not started Quiz · What significant event in 2012 is considered … Quiz Saved until you open it 4:48 Not started Concept · The most recent wave began in 2017 with the p… Concept 4:48 Not started Concept · Scaled up over the next few years, transforme… Concept 4:48 Not started Module summary Module summary · 1 min 4:48 Not started Quiz · Which architectural innovation was crucial fo… Quiz · 1 min Saved until you open it 5:23 Not started Concept · Prior AI systems, including symbolic AI and n… Concept · 1 min 5:59 Not started Concept · In contrast, Generative AI, specifically LLMs… Concept · 1 min 6:34 Not started Quiz · Which of the following is a key characteristi… Quiz · 1 min Saved until you open it 7:10 Not started Concept · The most important conceptual jump is underst… Concept · 1 min 7:45 Not started Concept · In contrast, generative AI systems produce pl… Concept · 1 min 8:20 Not started Quiz · Which of the following is an example of a dis… Quiz · 1 min Saved until you open it 8:56 Not started Module summary Module summary · 1 min 9:31 Not started Quiz · A recommendation engine suggests products you… Quiz · 1 min Saved until you open it 10:07 Not started Concept · The first crucial ingredient was a scalable a… Concept 10:42 Not started Quiz · What key feature of the Transformer architect… Quiz Saved until you open it 10:42 Not started Concept · The second ingredient was self-supervised pre… Concept 10:42 Not started Quiz · How did self-supervised pre-training address … Quiz Saved until you open it 10:42 Not started Concept · The third ingredient was scale, and the disco… Concept 10:42 Not started Concept · Just as important, certain capabilities appea… Concept 10:42 Not started Quiz · What was the practical upshot of the discover… Quiz Saved until you open it 10:42 Not started Concept · It's important to acknowledge that scale is n… Concept 10:42 Not started Scenario · A junior engineer is tasked with explaining w… Scenario 10:42 Not started Module summary Module summary · 1 min 10:42 Not started Quiz · Which of the following is a known challenge o… Quiz · 1 min Saved until you open it 11:01 Not started Concept · Let's map some familiar tools onto our hierar… Concept · 1 min 11:19 Not started Quiz · A system that automatically translates a tech… Quiz · 1 min Saved until you open it 11:38 Not started Module summary Module summary · 1 min 11:56 Not started Quiz · Which of the following statements best summar… Quiz Saved until you open it 12:15
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