In Optimization, LLM Translates. Humans Define.
If you give AI a well-written operations research problem, it will produce the mathematical formulation instantly, which is impressive. But who decided what the problem actually is?
Blog
Technical articles on AI, Operations Research, Quality and Reliability, and industrial systems.
Probability Doesn’t Make Decisions, Policies Do
Probability isn’t a crystal ball. It’s a data-driven tool for designing policies under uncertainty, not for justifying one-off decisions. Context matters, and repetition is where it proves its value.
Don’t Bend Reality to Fit the Model
Models are tools, not masters. If reality doesn’t fit your framework, refine the framework. Never simplify your understanding just because the diagram can’t handle it.