Introduction to AI: Making Sense of AI Chatbots-View Presentation Slides

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The document, "Making Sense of A.I. Chatbots" by Steven Hyler, M.D., from Columbia University Medical Center, explores fundamental AI concepts and their applications, particularly focusing on chatbots.<br /><br />The text defines Artificial Intelligence (AI) as the emulation of human intelligence by machines, capable of learning, reasoning, and self-correction. Neural networks are described as algorithms that attempt to recognize patterns in data similarly to the human brain. Generative AI, such as GPT (Generative Pre-trained Transformer), specializes in creating human-like text and other content formats. LLMs (Large Language Models) are advanced models designed to process and produce text at a large scale.<br /><br />The document also differentiates between various AI chatbots and platforms, such as OpenAI's ChatGPT, Microsoft's Copilot, Google's Gemini, and Anthropic's Claude, highlighting their unique capabilities and personalities. Chatbots enable conversational interactions, unlike Google search, which retrieves organized web content.<br /><br />While highlighting the potential uses of AI chatbots in assisting with tasks, the text warns about the limitations and potential mistakes, particularly in medical contexts. It emphasizes that chatbots lack the comprehensive understanding and empathy necessary for accurate psychiatric diagnoses and effective treatment recommendations, stressing the importance of professional oversight.<br /><br />Furthermore, the document discusses how to effectively interact with chatbots using prompts and acknowledging their infancy and limitations in providing accurate information. It provides a caveat that relying solely on chatbots for psychiatric treatment advice is risky, underscoring a need for professional medical oversight.<br /><br />Overall, the document serves as an introductory guide to AI technologies, specifically chatbots, highlighting their capabilities, applications, and limitations, while cautioning against their misuse, especially in sensitive areas like mental health.

Keywords

AI chatbots

Artificial Intelligence

Neural networks

Generative AI

Large Language Models

OpenAI ChatGPT

Microsoft Copilot

Google Gemini

Anthropic Claude

psychiatric treatment