Good morning <<First Name>> !

I've noticed you missed most of the 2022 iterations of the newsletter and wanted to check in if everything was going all right!

It is crucial to keep up-to-date with new technologies, especially artificial intelligence, as it is invading our daily lives and will only keep being more present. We must make some effort in keeping up with the state of research and understand how it works to leverage it and not the opposite.

Having control over your life is why I created this newsletter and why I think it is helpful to you.

So here are the most important/cool advancements you missed since the start of 2022! I hope you will enjoy at least one of them! Exciting isn't it?!
I hope this short email will convince you to keep learning about AI and stay up-to-date with new research and advancements in the field. Many amazing projects are coming up on my YouTube channel and the companies I am collaborating with. Stay tuned for more! If the email wasn't successful, please reach out and let me know how I can improve to fit your needs better next time!

1️⃣ 2022: A Year Full of Amazing AI papers- A Review [WORK IN PROGRESS] 📌


While the world is still recovering, research hasn't slowed its frenetic pace, especially in the field of artificial intelligence. More, many important aspects were highlighted this year, like the ethical aspects, important biases, governance, transparency and much more. Artificial intelligence and our understanding of the human brain and its link to AI are constantly evolving, showing promising applications improving our life's quality in the near future. Still, we ought to be careful with which technology we choose to apply.

"Science cannot tell us what we ought to do, only what we can do."
- Jean-Paul Sartre, Being and Nothingness

Here is a work in progress of the most interesting research papers for 2022. In short, it is curated list of the latest breakthroughs in AI and Data Science by release date with a clear video explanation, link to a more in-depth article, and code (if applicable). Enjoy the read!

Check out the repo!

2️⃣ OpenAI's new model DALL·E 2 is amazing!


Last year I shared DALL·E, an amazing model by OpenAI capable of generating images from a text input with incredible results. Now is time for his big brother, DALL·E 2. And you won’t believe the progress in a single year! DALL·E 2 is not only better at generating photorealistic images from text. The results are four times the resolution!

As if it wasn’t already impressive enough, the recent model learned a new skill; image inpainting.

DALL·E could generate images from text inputs.

DALL·E 2 can do it better, but it doesn’t stop there. It can also edit those images and make them look even better! Or simply add a feature you want like some flamingos in the background.

Sounds interesting? Learn more in the video or read more here!
Watch the video

3️⃣ Automatic Summaries of your Documents in Google Docs ! 🧐

Google recently announced a new model for automatically generating summaries using machine learning, released in Google Docs that you can already use.

The model will try to understand the whole document and generate a short summary of the piece—something some movie professionals clearly still can’t do.

The model needs to achieve two things to achieve that, which you will learn in the video below! Or read more here.

Watch the video

4️⃣ Your Personal Photoshop Expert with AI!

This new model by Google Research and Tel-Aviv University is incredible. You can see it as a very, very powerful deepfake that can do anything.

Take a hundred pictures of any person and you have its persona encoded to fix, edit or create any realistic picture you want.

This is both amazing and scary if you ask me, especially when you look at the results. Watch the video to see more results and understand how the model works... Or read more here.
Watch the video
I hope this short email could convince you to keep learning about AI and stay up-to-date with new research and advancements in the field. Many amazing projects are coming up on my YouTube channel, and with companies I am collaborating with. Stay tuned for more!
Want to get into AI or improve your skills? Click here!
We are already at the end of this AI weekly digest! Thank you for thoroughly going through this iteration! I hope you enjoyed it. 

If you have suggestions, comments, or other thoughts, you can reach me by replying to this email or directly on Twitter or Linkedin. Don't hesitate to come to chat with more than 20'000 AI enthusiasts on Discord!
I hope the next week wipes away some of your stress and brings new opportunities, challenges and happiness. A happy new week from your friend!

If you would like to support my work financially, you can become a Patreon and receive a cool role in the discord server at the same time!

Share the knowledge and forward this email to a friend using this link:

- Louis Bouchard
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