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Prompt Leakage ๐ง
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Hi folks! ๐๐ป 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 ๐๐ป
Prompt Leaks ๐ง
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 Perplexity๐คฏ.
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.
๐๐ป Related article & interesting read: Reverse engineering for Fun.
๐ Learning lounge
[Interesting demo] Replacing clothes using AI in a video ( InstructPix2Pix + EbSynth)
[Thought provoking article] Certified 100% AI-Free Organicโข content
[Resource] ChatGPT CheatSheet
๐ผ Toolbox
MealsAI - Create and share recipes with AI
Linkz.ai - Link previews for your linked content on your webpages
GPT Micro Products - The GPT powered products you should bookmark
Flamme AI - All your relationship questions answered by our love AI
AI Lead genius - Analyze your leads with Zapier + AI
๐ค 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.
๐ช Everything else
OpenAI and Microsoft extended their partnership. Sources say it was a $10B deal.
๐ธ AI Photo of the day
In VR/ Out of VR:
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