Recent content on Chukwudi's blog
Table of Contents Technical Implementation Takeaways References Browser-based agent file system explorer (with macOS 10 skin) For local agent development, a simulated shell environment provides quicker feedback loops, and sufficient isolation guarantees, compared to traditional container/virtualization based approaches. Over at Ije, I’ve been building rack88, an autonomous agent for…
Background i’ve been curious about how much entropy is generally contained in Afrobeats lyrics. entropy measures how much variance is contained within a given corpus of data — it’s a measure of disorder or randomness in a system. i find this particularly interesting because we can use entropy to measure the level of surprise contained within song lyrics. “Zazu” by Portable…
Table of Contents Background Implementation Training Results Takeaways References Background Fabric illustration courtesy of Maison Pierre Frey Large Language models (LLMs) have marked an inflection point in software engineering and technology. I’ve been intrigued about the LLM architecture for some time now and so I decided to explore the foundational concepts behind the architecture from…
Recently, my friend tagged me on this 🐦 twitter/𝕏 thread. It features a 3D model being moved across a single window and its aware of other windows containing models. We can see the models in different windows interact with each other before and when they intersect with each other. I found this really exciting and I decided to have a go at building it. Here’s the final result: I figured I…
I’ve been curious about how Neural Networks fundamentally work over the last few months. I was pleasantly surprised to discover that they were really math equations under the hood. This was really delightful because now I finally have a reason to use calculus irl and not just in an exam lol. What I find most interesting about Neural Networks and the associated math is that they allow you to…