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Why Your AI Product Isn’t Software: The New Rules of Uncertainty, Evidence, and Economics
Artificial Intelligence  Latest  Machine Learning

Why Your AI Product Isn’t Software: The New Rules of Uncertainty, Evidence, and Economics

Sasha Apartsin
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March 2, 2026

Author(s): Sasha Apartsin Originally published on Towards AI. 1. Introduction: The Broken Promise of Logic Traditional software development is built on a comforting promise: if you implement the logic correctly, the system will behave correctly. In this deterministic world, failures are “bugs” …

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