1 Family Photo:
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I used to use Google image search to find and print coloring pages for Calvin.
Then I realized I could generate more personalized images with ChatGPT. Then I realized generating images with ChatGPT is so easy Calvin could do it himself.
So now we have 15-minute blocks of "computer time". Calvin tells me what he wants: "Make a freight train...actually make it a Union Pacific train hauling tank cars." I type it in the chatbox: "Generate a coloring book image of a union pacific freight train hauling tank cars." ChatGPT sends a message to the GPT-4o image model: "A black and white outline drawing suitable for a child to color in. The image features a Union Pacific diesel freight train hauling tank cars..."
Calvin prompts me, I prompt ChatGPT, ChatGPT prompts the image generation. We evaluate the results, revise them, and print the ones we like for coloring.
"This one's silly Dad! There's an Amtrak logo on the tank car! And in this one, the train's not even going through the tunnel!"
It's remarkable to me how unremarkable this is to him. But why would it be any other way? "The Internet" has always existed to him. He can conjure almost any train video imaginable through the YouTube searchbox. Why shouldn't he be able to say, "add a river and make a bridge," and it be so?
I just hope that as things get easier, my sons still develop a persistence and willingness to do things that are hard. Watching Calvin's efforts and attention to detail training AI-generated coloring book page gives me hope.
​Gandalf | Lakera - Prompt Injection​
Prompt injection is a technique where a user creates inputs for a language model designed to subvert it's controls. An example is a language model might be designed to censor and not output certain explicit words, so the user might ask for an output containing those explicit words in a foreign language.
This is a fun game to think about how language model controls and AI safety.
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​On limitations that hide in your blindspot by Henrik Karlsson​
​Kinda Nice by Damola Morenikeji​
​Situational Awareness by Leopold Aschenbrenner (June 2024)​
In a newsletter 2 years ago, I did an experiment with DALL-E:
I took two pieces of sports writing (​Roger Federer as Religious Experience by David Foster Wallace and ​Inside the Cultish Dreamworld of Augusta National by Nick Paumgarten) and generate AI images personifying them.
The results were, well, not spectacular:
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Out of curiosity, this week I tried recreating these images in ChatGPT using GPT-4o:
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Is this what progress looks like?
Grab some time on my calendar to share a story from this week:
​Let's Chat!​
Book some time even if you don't know what you want to talk about:
​https://calendly.com/iamjoshknox​
Until next week,
​iamJoshKnox​​
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Hi! I am Josh Knox. Read more of me here: 👇
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