Lots of projects in the works! Too many really.
Opus 4.5 has jammed my design episodes into hyper mode. I'm glad I heard Andrew Ng talk about the exhaustion after a day of working with agentic code helpers. That showed up months ago and I still didn't recognize.
Now, having to...
Cyclical Adversarial Stepwise Improvement CASI: Live Demo
We talk frequently about AI self-correction but few projects provide a robust architectural loop for it.
CASI formalizes the process of non-linear refinement:
The Generator proposes a solution or concept.
The Critic applies...
Further investigations of the Biology Latent Space.
Another fun project I started last year is called "CASI" for Cyclical Adversarial Step-wise Improvement. It leverages the fact that when LLMs engage in self-correcting loops they get better at a task. In this case we are pitting 2 models and 2 system prompts with distinctly...
github.com
GitHub - TheOneTrueGuy/CASI: Cyclical Adversarial Stepwise Improvement
Cyclical Adversarial Stepwise Improvement. Contribute to TheOneTrueGuy/CASI development by creating an account on GitHub.