How I Fine-Tuned Laya to Solve an Important Problem in Scientometrics — With Claude Code

Step-by-step instructions for fine-tuning ConvAI’s 33ms “System 1” decision model on your own yes/no task, plus what happened when I pointed it at Institution Name Disambiguation and got 99.2% accuracy across 163 countries.