Introducing ProfG.AI

Digital Scott

Creating a digital version of Scott Galloway involved leveraging a large language model (LLM) to mimic his unique style. The LLM, a powerful statistical engine, predicts text sequences but requires context to generate responses reflective of Scott's voice. The chatbot acts as a diplomat, providing this context by framing user queries in a way that guides the LLM to respond accurately.

Building a chatbot requires two primary components. The artificial intelligence portion that does the heavy lifting is what's called a large language model, or LLM.

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This approach ensures that the digital Scott can engage users with responses that mirror his thought processes and writing style 1.

   

Authenticity

Maintaining Scott's authentic voice in the chatbot involves a delicate balance of science and art. The process includes chunking his prolific writings into manageable pieces and using embeddings and similarity searches to find relevant content. System prompts guide the LLM to adopt Scott's tone and style, ensuring responses are both accurate and characteristic of him.

When we want our chatbot to sound like Scott, we can use a system prompt which essentially guides the LLM into how to approach answering a question.

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Despite these efforts, Scott acknowledges that the chatbot is an experiment and emphasizes the irreplaceable value of human relationships 2.