How to Respond to A Steady Rise in AI Hallucinations 

As LLMs rapidly advance in capabilities, many also seem to be developing some quirks. This episode of Accelerated Velocity explores the current rise in AI hallucinations. Grace shares a firsthand experience with ChatGPT fabricating information, Peter and Grace discuss safeguards and how to avoid risks with your favorite AI tools, and they later delve into some potential causes of this mysterious rise in these sometimes hilarious and always concerning AI mishaps. 

Key Takeaways

  • AI hallucinations are on the rise, with significant implications for businesses and organizations relying on AI tools.
  • Even leading LLMs like ChatGPT can produce wildly inaccurate information.
  • Always verify AI-generated content, especially for critical tasks.
  • Explore tools like Chatbot Arena to compare the reliability of different AI models.
  • Exercise caution when hiring AI developers and prioritize due diligence.

Chapters

00:00 - Introduction

01:08 - Topic: AI Hallucinations

01:37 - Grace's ChatGPT Experience

04:53 - Hallucination Statistics

05:36 - Real-World Implications

08:47 - Theories Behind Hallucinations

10:45 - Chatbot Arena

11:50 - Speed to Build AI Agents

14:29 - All-in-one Platforms with AI tools

15:29 - Outro

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Sources

Chatbot Arena - lmarena.ai 

HubSpot App Marketplace - ecosystem.hubspot.com 

“A.I. Is ​​Getting More Powerful, but Its Hallucinations Are Getting Worse” by Cade Metz and Karen Weise for The New York Times

“Why AI ‘Hallucinations’ Are Worse Than Ever” by Conor Murray for Forbes