Why Most AI Products Fail: The Missing System Design Layer (AI Architecture Guide)
Towards AI
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Machine Learning
Generative AI
Image Source: AI Generated Why Most AI Products Fail: The Missing System Design Layer Most AI Products Do Not Fail Because of Bad Models They fail because of bad systems This is the uncomfortable truth that most teams will not say out loud. You can use GPT-4. You can fine-tune on millions of rows. You can build a beautiful product interface. But if the system underneath is broken, the AI does not matter. The model is not the product. The system is the product. Right now, thousands of AI products are being built the wrong way. And most of the people building them do not know it yet...