DEVELOPMENT ENVIRONMENTrelease v0.27.2-14 · design 2026-10-13 (5e68d8f)
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Research report·

Developers’ experience with integrating AI functionality

A focus on open and open-source AI models

This report investigates the state of integration of open and fully open-source artificial intelligence (AI) models by developers who add AI functionality to their applications. While focusing on the broader picture, we explore the types of functionalities developers use these models for, why they choose them over their proprietary alternatives, and the challenges they face. In addition to this, we also take a brief look at the reason why developers might avoid using open or open-source models in their applications.

Questions this report answers

When and how security measures are being implemented?

What type of developers are implementing them?