Fine-Tuning in 2026: What It Is Still Good For

Every team I've worked with has asked this question at some point: "Should we fine-tune our own model?" The question almost always comes wrapped in optimism — a PM or engineer has read an article about fine-tuning, talked to a vendor, seen a benchmar...