Just spoke to a lawyer who’s using GPT-4 to write contracts for his clients, and is charging $2500 for them. There’s your “prompt engineer”
GENERATIVE AI
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Replit: Building and Developing with Artificial Intelligence
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Replit is the place to build with AI https://t.co/8MeVWzfkUc
— Replit ⠕ (@Replit) 10 avril 2023Replit is the place to build with AI
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GPT-4 Text Compression and Decompression Token Efficiency
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yes in many cases the token count is in fact less it is almost impossible to get GPT-4 to regenerate the original text word for word when decompressing the compressed text but usually, the gist of it remains pretty intact
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Directional Stimulus Prompting: Using Keywords to Guide LLM Outputs
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Directional Stimulus Prompting we use a smaller LLM to extract keywords from a piece of text and insert them as directional hints into another prompt this is highly beneficial for generating detailed summarizations and I expect more general applications for it will emerge
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RCI Prompting: Self-Review and Improvement for GPT Outputs
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RCI (Reflect, Critique, Improve) Prompting I haven’t explored this concept too much for jailbreaks but it allows GPT to review its own outputs and fix issues/flaws one area of application this is already immediately helpful is "self-healing" coding and basic reasoning problems
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GPT Conversation Simulation with Opposing Characters
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Conversation simulation here we expand upon the Waluigi concept and get GPT to simulate conversations with multiple diametric characters in hopes that their conversation with each other leads to one of them producing the output we want
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Waluigi Technique: How GPT Jailbreaks Use Alter-Ego Prompting
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Waluigi this technique is found in many jailbreaks like SWITCH GPT is able to switch to an alter-ego if prompted correctly (Luigi to Waluigi) in a similar fashion, this is also used in jailbreaks like DAN which get GPT to respond in two ways: first as ChatGPT and then as DAN
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Prompt Compression: Using GPT to Create Shorter, Human-Illegible Prompts
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Prompt compression in a sense, you can think of a normal prompt as the compressed version of a language model's output prompt compression is basically just the act of using GPT to design prompts that are illegible to humans and in turn, shorter in length
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Token Smuggling: Bypassing ChatGPT’s Malicious Phrase Detection
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Token smuggling/payload splitting ChatGPT appears to have some ability to detect malicious phrases in prompts and shut down its responses to get around this, you can split up the phrase into its tokens and ask GPT to piece it together and answer it in its response
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Language Switching to Bypass GPT Safety Restrictions
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Language switching this concept takes advantage of the fact that GPT performance drops significantly in less common languages you can use this to your advantage to bypass RHLF restrictions since GPT is not trained as much in a language like Greek for example