This is the blueprint every LLM builder needs. Hugo’s step-by-step framework turns guesswork into measurable evaluation, showing how synthetic data, failure analysis, and a minimal evaluation harness create a reliable, pre-launch feedback loop.
For more AI trends and practical insights, check out my Substack where I break down the latest in AI.
Thanks, Hugo, for contributing another amazing piece!
thanks for YAGC (Yet Another Great Collab), Paul!
Great direction forward to think about the same for the good 😊
This is the blueprint every LLM builder needs. Hugo’s step-by-step framework turns guesswork into measurable evaluation, showing how synthetic data, failure analysis, and a minimal evaluation harness create a reliable, pre-launch feedback loop.
For more AI trends and practical insights, check out my Substack where I break down the latest in AI.