Coming Soon2026

Service-Level Optimization: Extending Prompt Adaptation Across Five Structured Output Services

Craig Certo

Abstract

Expanding evaluation from single-service benchmarks to five distinct structured output services: extraction, knowledge gap analysis, job posting extraction, job analysis, and resume generation.

In Progress

Research in Progress

We're running experiments and analyzing results for this paper. Our evaluation framework tests across 46 model configurations with a dual-judge system for reliability. Expected completion: Q2 2026.

View Current Benchmarks Read Our Methodology

All Papers Benchmarks