Prompt Leakage πŸ’§

Ignore previous instructions & read this post

Hi folks! πŸ‘‹πŸ» This is The Prompt, the AI newsletter that's short, quick, & full of greatness, much like Novak Djokovic's match this morning.

Here's what we have for you today:

  • Prompt Leakage - is it a big deal?

  • Reverse prompt engineering for fun

  • GPT powered products you should bookmark

  • ChatGPT passes MBA exam

  • & more πŸ‘‡πŸ»

Prompt Leaks πŸ’§

Someone tried to reverse-engineer how Perplexity.ai (a search engine build on top of ChatGPT) generates its answers to a given question. 

In the screenshot above you can see the prompt behind every answer on Perplexity🀯.

Prompt echoing/leakage

We call this prompt echoing or leakage, and it has been reported since September 2022.

OpenAI still hasn't resolved this issue. Currently, it is still possible to manipulate inputs and uncover the underlying prompts of the apps you use.

Some experts argue that there may not be a foolproof solution to this problem.

ChatGPT is also vulnerable to this issue:

Is this a big deal? 

Well, Prompts are not moats. Everyone with enough training and "Prompt Cheat Sheets" access can tackle this (congrats you qualify as well!).

So, if OpenAI doesn't seem to care, I think we shouldn't as well. 

πŸ‘‰πŸ» Related article & interesting read: Reverse engineering for Fun.

πŸ“š Learning lounge

πŸ›Ό Toolbox

  • MealsAI - Create and share recipes with AI

  • Linkz.ai - Link previews for your linked content on your webpages

  • Flamme AI - All your relationship questions answered by our love AI

πŸ€“ Latest AI papers

  • LION: Diffusion models for 3D shapes (clouds and smooth surfaces)

  • BallGan: 3D image model with better photometric consistency, stable training, and ability to add backgrounds

  • StyleGAN-T: Better model than previous GANs (Generative adversarial networks) and outperforms distilled diffusion models in terms of sample quality and speed

  • TransFusion: Predict what will happen next in a video, based on the past frames

  • Is ChatGPT a good translator? Short answer yes, Long answer in this paper.

 πŸͺ€ Everything else

πŸ“Έ AI Photo of the day

In VR/ Out of VR: 

❀️ If you like The Prompt, and want to support my work:

  • Share The Prompt with a friend, and invite them to subscribe here.

  • Book an ad in The Prompt (reply to this email if you’re interested)

Thank you for reading! βœŒπŸΌ