Why We Fine-Tuned SigLip (And Why That’s Not Always the Right Call)

# When to Customize AI Models for Your Business (and When Not To) A company solved a real problem—not having enough labeled examples to train their AI—by customizing an existing image-recognition model through a technique called fine-tuning, but the lesson here is that this approach isn't always worth the effort. The article suggests asking yourself three key questions before deciding whether customizing an AI model makes sense for your specific situation, since the easier path of using an off-the-shelf model might actually be the smarter choice.