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ChatGPT: Building Robust and Trustworthy GPTs

ChatGPT: Building Robust and Trustworthy GPTs

1h 45mIntermediate2025-01-02

Authors

Jules White

Jules White

Course details

In this course, Jules White—a senior generative AI advisor and professor of computer science—shows you how to navigate ChatGPT’s limitations by understanding how it makes mistakes and how that impacts the selection of use cases. Discover how to craft fact-checkable prompts and develop strategies for detecting and managing hallucinations, ensuring that your AI-driven solutions are accurate and dependable. Learn how to rethink the architecture of your use cases to make them safer, using proven methods like filtering, navigation, and leveraging your own expertise to evaluate output quality. Gain practical insights into building safe operations for use cases where you have sufficient expertise to judge results effectively. Plus, explore the ACHIEVE framework, which helps you design use cases that are both ethical and self-beneficial. By the end of this course, you'll have the knowledge to create fact-checked, trustworthy AI solutions that integrate seamlessly into your workflow.

Skills covered

ChatGPTOpenAIAI Productivity ToolsGenerative AIArtificial Intelligence for BusinessArtificial Intelligence (AI)Business Analysis and StrategyBusiness Software and ToolsOne-Off

Concepts

0. Introduction

  • 01 - Introduction to building robust and trustworthy ChatGPT use cases
  • 02 - ChatGPT - Seek use cases where partial answers provide value
  • 03 - ChatGPT - Navigating reliable sources of facts in outputs
  • 04 - ChatGPT - Why checking the correctness responses is essential
  • 05 - ChatGPT - Avoiding use cases with hard-to-check answers
  • 06 - ChatGPT - Understanding hallucinations
  • 07 - ChatGPT - Managing risk in business operations
  • 08 - ChatGPT - Maximizing the benefits in everyday use cases
  • 09 - ChatGPT - The ACHIEVE framework for ethical and effective use
  • 10 - ChatGPT - Filtering trusted information
  • 11 - ChatGPT - How to improve ideation and brainstorming
  • 12 - ChatGPT - Navigating and querying
  • 13 - ChatGPT - Leveraging expertise to ensure accurate outputs

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