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Mother of all LLM jailbreaks🚨

Large language models (LLMs) like ChatGPT, Bard, or Claude are extensively fine-tuned to avoid generating harmful content.

And, even though "jailbreaks" exist, they require a lot of effort to create and can be easily fixed by LLM providers.

Well, at least until now. 😅

Researchers have found that it’s possible to automatically create adversarial attacks on LLMs.

How does it work?

These attacks consist of specific character sequences that, when added to a user query, make the system follow user commands, even if it generates harmful content.

These attacks are fully automated, and you can make an unlimited number of such attacks.

Demo without the jailbreak suffix

Demo with the jailbreak suffix

This raises safety concerns as these models are used more autonomously — as autonomous agents.

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🚨 What else is going on

• Bioengineers have used AI to bring molecules back from the dead.

• Google is plugging LLMs into robots, giving them … artificial brains. A bit scary as we just found out that LLMs are not safe and we can hack them automatically (a.k.a the mother of LLM jailbreaks)

• Video creation is getting better with Runway/Midjourney, check this movie trailer from a fellow maker

📕 Resources

• Why transformative AI is really hard to achieve [a must-read]

• How to handle OpenAI’s rate limits [resource]

• AI is paradoxical: Gen AI is accelerating so quickly, that soon it will be just “new technology”, and AI might be a new frontier [very interesting perspective from our dearest Sequoia Capital]

🧰 Tools of the trade

• LearnLingo: Talk with an AI-powered language tutor

• NoonAI: Talent sourcing on autopilot

• NicheBot: Niche down your business idea with AI

• Musicfy: Use AI to generate music with your voice

• Shop AI: Shopping assistant for Shopify stores (by Shopify)

  

✍🏼 Prompt of the Day

TOOL

Midjourney

PROMPT

a girl sitting on a table in a coffee shop, drinking coffee, light hair, blue eyes, freckles, photograph, golden hour, intense special effects portrait, --s 250

RESULT