this post was submitted on 31 Aug 2024
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Programming
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Bayesian filters are statistical, they have nothing to do with machine learning.
The A* algorithm doesn't have anything to do with machine learning either, but the first time I ever learned about it was in a computer science class in college called something like "Introduction To Artificial Intelligence".
But it's very much the case that the term "AI" has a very different meaning now-a-days during this cringy bubble than it did back in 2004 or 2005 or whenever that was.
Today "AI" is basically synonymous with "BS". Lol.
If you're talking about naive bayes filtering, it most definitely is an ML model. Modern spam filters use more complex ML models (or at least I know Yahoo Mail used to ~15 years ago, because I saw a lecture where John Langford talked a little bit about it). Statistical ML is an "AI" field. Stuff like anomaly detection are also usually ML models.