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Why AI Still Can’t Solve Your Real Mathematical Optimization Problem

Towards Data Science Guangrui Xie May 28, 2026
Why AI Still Can’t Solve Your Real Mathematical Optimization Problem
AI Summary— plain English for professionals

# Why AI Still Can't Solve Your Real Mathematical Optimization Problem Most AI tools struggle with the messy, real-world optimization problems that businesses actually face—like figuring out the best delivery routes or how to allocate limited resources—because they're designed for simpler, cleaner scenarios. A tool called ORPilot takes a different approach that works better with the complicated constraints and variables of actual business problems. The takeaway: if you've tried AI for complex planning or scheduling and it didn't work, that's because general-purpose AI wasn't built for your specific type of problem.

And what ORPilot does differently The post Why AI Still Can’t Solve Your Real Mathematical Optimization Problem appeared first on Towards Data Science.

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