·AI & ChatGPT
Module 1 Lesson 4: Understanding Capabilities and Limitations
Know what ChatGPT can do, and more importantly, what it cannot do. Avoid common pitfalls like hallucinations and memory limits.
hallucinations
12 articles
·AI & ChatGPT
Module 10 Lesson 2: Reducing Bias and Hallucinations
How to identify and mitigate AI bias and 'hallucinations' for more objective and reliable results.
·Artificial Intelligence
Module 7 Lesson 4: Reducing Hallucinations
How can we make AI reliable enough for a bank or a hospital? In our final lesson of Module 7, we explore the industry best practices for silencing the 'LIAR' in the machine.
·Artificial Intelligence
Module 7 Lesson 3: Detecting Hallucinations
How can you tell if an AI is lying? In this lesson, we learn about Logprobs, Self-Consistency checks, and the 'Stochastic Signature' of a hallucination.
·Artificial Intelligence
Module 7 Lesson 2: Causes of Hallucinations
Why does it happen? Is it a data gap or a logic failure? In this lesson, we break down the three primary causes of LLM hallucinations: Gaps, Blur, and Eagerness.
·Artificial Intelligence
Module 7 Lesson 1: What Hallucinations Are
Why does an AI sometimes lie with total confidence? In this lesson, we define 'Hallucinations' and learn to identify the difference between a creative slip and a factual failure.
·AI Business
Module 3 Lesson 5: The Guardrails (Halliucinations, Bias, and Privacy)
AI is powerful but fallible. Learn how to manage the 'hallucination' risk, detect hidden biases, and protect your company's data in the era of GenAI.
·Generative AI
Module 2 Lesson 4: Hallucinations and Bias
Common failure modes. Why AI makes things up and how to detect biased or incorrect outputs.
·Generative AI
Module 5 Lesson 1: Retrieval-Augmented Generation (RAG)
Connecting AI to Reality. How to ground AI responses in your own private data to prevent hallucinations.
·Agentic AI
Module 12 Lesson 1: Why Agents Hallucinate
Understanding the glitch. The psychological and technical causes of AI hallucinations in agentic systems.
·Agentic AI
Module 5 Lesson 3: Hallucinated Actions
Ghost tools. How to handle agents that try to execute functions that don't exist in their toolbox.
·AI & LLMs
Module 9 Lesson 5: Reducing Hallucinations
Stick to the facts. Techniques to prevent local AI from making up information.