Open vs closed AI models: why the obvious choice keeps being wrong

August 10, 2026 · 5 min · Free, with full transcript

Most organizations pick their AI model deployment strategy based on a simple story: open source is flexible and cheap, closed APIs are powerful and fast. That story leaves out the parts that actually determine whether a deployment succeeds or fails.