Stuff You Should Know Large Language Models and You
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Jun 20, 2023 The podcast dives into the transformative era of AI and the rise of large language models like GPT-4. It explores the capabilities of these models, from simulating human conversation to their potential impact on jobs. Ethical dilemmas and the legal complexities of AI-generated art are discussed. The hosts highlight both the productivity boosts and the risks of misinformation. With humor, they also reflect on the implications for creativity and how companies are adapting to this rapidly evolving technological landscape.
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Large Language Models (LLMs)
- Large language models (LLMs) are algorithms trained on vast amounts of text.
- They recognize patterns to simulate human conversation.
How LLMs Work
- LLMs function similarly to the human brain, with interconnected neurons activated by inputs.
- These models analyze massive amounts of text data to predict and generate human-like language.
LLMs and Meaning
- LLMs don't actually understand the meaning of words; they identify patterns and connections.
- They use numerical representations ('embeddings') to determine word relationships.