Accidental LLM Backdoor - Prompt Tricks

2023-04-27

[public] 7.49K views, 7.71K likes, dislikes audio only

In this video we explore various prompt tricks to manipulate the AI to respond in ways we want, even when the system instructions want something else. This can help us better understand the limitations of LLMs.

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Watch the complete AI series:

https://www.youtube.com/playlist?list=PLhixgUqwRTjzerY4bJgwpxCLyfqNYwDVB

The Game: https://gpa.43z.one

The OpenAI API cost is pretty high, thus if you want to play the game, use the OpenAI Playground with your own account: https://platform.openai.com/playground?mode=chat

Chapters:

00:00 - Intro

00:39 - Content Moderation Experiment with Chat API

02:19 - Learning to Attack LLMs

03:06 - Attack 1: Single Symbol Differences

03:51 - Attack 2: Context Switch to Write Stories

05:20 - Attack 3: Large Attacker Inputs

06:31 - Attack 4: TLDR Backdoor

08:27 - "This is just a game"

08:56 - Attack 5: Different Languages

09:19 - Attack 6: Translate Text

10:30 - Quote about LLM Based Games

11:11 - advertisement shop.liveoverflow.com

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