Adrian Vance Writes

Writing

1. You Don't Have a Ground Truth Set. Evaluate Anyway.
   Mining decisions humans already made, instead of authoring an answer key.
2. The Objective You Optimized Is Not the One You Wanted
   Multi-objective tradeoffs, efficient frontiers, and why single-objective optimizers lose the room.
3. Stateless by Design: What "Give the Model Memory" Actually Means
   What "give the model memory" actually resolves to, and why fine-tuning is the wrong tool.