Hello folks! 👋🏻 I was checking out the analytics from our last few newsletters, and it looks like y'all are really into learning stuff. So, to keep your brain cells engaged, I'll make sure to include more educational resources!

Let's see what's new

When ChatGPT Goes Wrong

An intriguing thread by Taranjeet has a list of use cases where ChatGPT goes wrong. From reasoning, self-awareness, and scientific facts to math problems and psychological tests — it seems like there are some biases and "missing information". Sometimes it can't answer some basic facts like "What's the fastest mammal"

But, one use case is a bit disturbing.

Bias around race and gender.

Here's an example from this long thread that showcased this bias 👇🏻

Did you think about verifying if this is true?

I did. A couple of times.

Some results are okay, like this 👇🏻

But when I hit "Try again", the model "optimizes" to give me an answer based on the parameters in my prompt, no mather how discriminatory they are. 😶 👇🏻

A lot more work to be done... for sure.

📚 Educational corner

• OpenAI + Zapier - You can now use GPT3-generated texts and Dalle-2 images to enhance your apps without writing a line of code!

• Huggingface Space for Lora: New method to fine-tune Stable Diffusion photos 2x faster than DreamBooth. Example: try it with 4-5 Pixar characters images, and see the results!

• Step by step on how to create & publish a children's book with ChatGPT and MidJourney

• Tutorial on how to use Stable Diffusion Depth-to-Image model with Web UI

🛼 Makers corner

• Generate a logo for your startup using AI, created by Nico in under 48 hours

• AI Film festival by Runway ML - they're looking for 1-10 minutes short films that utilize various AI techniques

• GPT3-powered terminal commands 

• Discord Bot for ChatGPT

• Talk with GPT Santa

🤓 Tech corner

• Talkshow: Speech to 3d Human motions

• This new model achieves better element composition in photos than Stable Diffusion

🎨 Creativity corner

🧱 What are you building?

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