One of my favorite things to do with language models is to use them to write code. I've been wanting to build a variation on tic-tac-toe involving a bit of game theory. I called it "Tactic". I wasn't even really sure if the game would be any more interesting than tic-tac-toe itself, which reliably...
Model-based aggregators
I completed Barbara Oakley's "Learning How to Learn" course on Coursera. The target audience seems to be students, but I found there were helpful takeaways for me as well, as someone who is a decade out of my last university classroom.
I've been using Pocket for a long time to keep track of things on the web that I want to read later. I save articles on my mobile or from my browser, then revisit them, usually on my desktop. Some articles I get to quickly. Others remain in the stack for a long time and can become...
Generative AI and language models are fun to play with but you don't really have something you can confidently ship to users until you test what you've built.
OpenAI popularized a pattern of streaming results from a backend API in realtime with ChatGPT. This approach is useful because the time a language model takes to run inference is often longer than what you want for an API call to feel snappy and fast. By streaming the results as they're produced,...
Disclaimer: I am not a security expert or a security professional.
I started playing the NYTimes word game "Connections" recently, by the recommendation of a few friends. It has the type of freshness that Wordle lost for me a long time ago. After playing Connections for a few days, I wondered if an OpenAI language model could solve the game (the objective is to...
End of year review
At the beginning of 2023, I set some goals for myself. Here are those goals and how the year turned out.
Exploring the Importance of Embracing Failure in Software Development and the Value of Learning from Mistakes
To write software is to experience constant failure until you get a success. When you start learning to write code, very little works, especially on your first try. You make a lot of mistakes. Maybe you copied example code to get started, then modify it to try and do something new. Reading errors...