Accidental LLM Backdoor - Prompt Tricks
7,632In 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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