Evaluating AI: Instruction Following and Multi-Step Task Completion

A thread outlines functional evaluation of AI—whether it follows instructions, uses tools and completes workflows—and deeper reasoning evaluation, which judges multi-step problem solving by final task outcomes rather than the model's own explanations.

2026-10-13 ~ 2026-10-13 · 2 related posts

• Start with functional eval: instruction following and workflow completion — goyalshaliniuk · 2026-10-13
• Evaluate AI by task outcomes, not explanations: multi-step completion metrics — goyalshaliniuk · 2026-10-13