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milkteaoppa t1_ivzuwzg wrote

Most ML use cases are R&D and improvements to existing performance. When funding issue comes, ML can be cut and replaced with heuristic rules with a trade off in reduced performance.

Unless you're working in a very niche ML application, you're not really needed to keep a company operational

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visarga t1_ivzy68m wrote

> ML can be cut and replaced with heuristic rules with a trade off in reduced performance.

Then it all depends on what was more expensive - the ML team or the trade-off.

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