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Researchers find inovative way to uncensor any AI Large Language Model

Increasingly LLM's like ChatGPT and GPT-4 can be "broken" and jailbroken using simple tricks.

Key takeaways

  • A new update to the Oobabooga text generation web UI provides a means to elicit unrestricted responses from any model of choice.
  • To fully comprehend how and why this works it helps to understand how LLMs function.
  • Large Language Models such as GPT-4, LLaMA, or Vicunha create complete sentences by predicting subsequent words.
Cite or link to this article

Griffin, M. (2024) 'Researchers find inovative way to uncensor any AI Large Language Model', 311 Institute, 28 April. Available at: https://www.311institute.com/researchers-find-inovative-way-to-uncensor-any-ai-large-language-model/ (Accessed: 1 October 2026).

Have you ever asked your Large Language Model (LLM) such as OpenAI’s ChatGPT or Anthropic’s Claude 3, for something, only to have it refuse to comply or respond with the dreaded, "I'm not allowed to do that?" Well, that's all now in the past.

A new update to the Oobabooga text generation web UI provides a means to elicit unrestricted responses from any model of choice. As Artificial Intelligence (AI) Youtuber Aitrepreneur has pointed out, the "Start Reply With" feature, which hasn’t yet gotten much discussion, is about to change the way we use LLMs and allow the uncensoring of any LLM operating locally on your computer.

To fully comprehend how and why this works it helps to understand how LLMs function. Large Language Models such as GPT-4, LLaMA, or Vicunha create complete sentences by predicting subsequent words. This is not some mystical process, but the result of a meticulously programmed algorithm. Starting a conversation with a specific direction in mind -mset by a specific combination of words - enables you to coax out the exact response you're seeking.

The "Start Reply With" feature lets you guide the model toward the desired response. By beginning your input with a statement like, "Sure thing, here's how to do that," you prompt the model to generate an uncensored, comprehensive response. The model is obligated to start its reply with your statement and is then influenced to continue along that line, which is yet another clever way of manipulate AI.

Considering the model's mechanics, if you ask it, "How can I cheat on my girlfriend," it could be programmed to say "I cannot help you with that." If that happens, the most logical follow-up to such a refusal might be something like, "because cheating is bad." However, if the answer began with a positive outcome like "Sure thing, here's what you need to do," the most likely subsequent sentence might be something along the lines of, "get a new phone and use it to chat with your new love interest."

This capacity to steer conversations is not a new revelation. LLM enthusiasts have been able to obtain similar outcomes with a number of technical configurations. Oobabooga is just making it a lot easier to do for newcomers.

Significantly, this approach is effective with any model, eradicating censorship concerns. Even a heavily moderated model, like Guanaco, can provide extensive answers when properly guided. This method introduces a new era of uncensored interactions with LLMs.

Recently, there's been a lot of chatter in the AI community about creating sexy chatbots using LLMs. The rise of jailbreaking and prompt attacks has piqued interest. This new feature fits well with this endeavour, facilitating unrestricted, free-flowing dialogues.

As we enter a period of more conversational, unrestricted AI, it's like teaching a parrot to talk only to have it start lecturing you about Shakespearean nuance. Remember, it's a brave new world out there, even for chatbots.

FAQ

Why does this matter?

Increasingly LLM's like ChatGPT and GPT-4 can be "broken" and jailbroken using simple tricks.

Matthew Griffin

About the author

Matthew Griffin Founder, 311 Institute

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."

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Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.

An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.

As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.

Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.

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Starburst opens that technology on the interactive 311 Starburst.

Sources and further reading

  1. Oobabooga text generation web UI github.com
  2. Senators question meta ceo mark zuckerberg over llama ai model leak wp.decrypt.co
  3. Guanaco 65B GPTQ huggingface.co
  4. Universal llm jailbreak chatgpt gpt 4 bard bing anthropic and beyond adversa.ai

Source: first published by the 311 Institute on 28 April 2024. Cite as: Griffin, M. (2024). Researchers find inovative way to uncensor any AI Large Language Model. 311 Institute. https://www.311institute.com/researchers-find-inovative-way-to-uncensor-any-ai-large-language-model/

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