Structured Outputs vs. Function Calling: Which Should Your Agent Use?
ML Mastery Matthew Mayo April 13, 2026

AI Summary— plain English for professionals
# What You Need to Know About Getting AI to Follow Instructions AI systems are fundamentally designed to produce text, but when you need them to perform specific tasks—like filling out forms or triggering actions—you can force them to return information in a structured format that other software can actually use. The choice between "structured outputs" (rigid templates) and "function calling" (letting AI pick which action to take) comes down to whether you want total control or more flexibility, and picking the right one depends on your specific business needs.
Language models (LMs), at their core, are text-in and text-out systems.
More from Latest News
Get new guides every week
Real AI income strategies, tool reviews, and plain-English news — free in your inbox.
or enter email



