Toryx / Research & perspectives

Look past the score.
Ask for the evidence.

Essays by Luis M. Sánchez on what AI gets right, what its benchmarks leave out, and what a buyer should ask next.

Evidence & trust / September 2026

The Numbers Were Right.
The Explanation Was Invented.

Correct tables can coexist with invented explanations. What a documented episode and a financial-document study say about checking AI's work.

Deployment & economics / September 2026

A retrieval score is not a deployment plan. Commercial permission, hidden build costs, and the practical choice between renting and owning.