AI Lab Notes
This page serves as a small notebook for the occasional AI-related write-up that doesn’t quite fit into my regular localization blog structure.
These notes are one-offs from experiments, research and explorations. Due to their time-sensitive nature, they might only be available in one language.
If you landed here through an external link, start with the latest note below!
Latest Note
Opus 4.6 is currently a top model for the orchestration layer of OpenClaw, but it’s too easy to burn through thousands of dollars in tokens each month. So how do the budget-friendly alternatives to Opus stack up?
What’s Inside
A look at the current tokenization crisis, and comparative pricing architecture of frontier models.
Additional Resources
- Modilingua’s toolkit (coming soon)
- AI transparency statement
AI Help for Small Businesses
Want to add AI to an existing workflow (content, localization, support, internal ops) or automate repetitive tasks?
Send a short note with your goal, current stack, constraints, and budget.
If you’re not sure where to start, you can also request a 1:1 AI orientation session.