ML vs Human Learning

Cluster debates whether machine learning models truly 'learn' like humans or if the term is a misleading metaphor for statistical pattern fitting, compression, or heuristics.

πŸ“‰ Falling 0.5x AI & Machine Learning
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#3267
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Keywords

AlphaGo e.g AI NN US stephenwolfram.com HGI ML youtu.be OMG learning machine learning machine training ml human learn model models humans

Sample Comments

namdnay β€’ Jan 6, 2022 β€’ View on HN

Yes it’s literally a machine that learns!

alexpetralia β€’ Nov 2, 2022 β€’ View on HN

I suppose this is why it is called "machine learning" and not "human learning"!

brokensegue β€’ Dec 20, 2018 β€’ View on HN

isn't this the same thing as blackbox learning?

repelsteeltje β€’ Dec 1, 2023 β€’ View on HN

... and the "learning" is left to the AI

sashank_1509 β€’ Mar 14, 2025 β€’ View on HN

Still not convinced how a model training on data, is not the same as a human looking at that data and then using it indirectly as it’s now a part of his knowledge base

fwip β€’ Jul 6, 2020 β€’ View on HN

Sure. Machine Learning is just "heuristics we don't understand."

carom β€’ Jul 10, 2024 β€’ View on HN

The public is not learning from it. A person or corporation is creating a derivative work of it. Training a model is deriving a function from the training data. It is not "a human learning something by reading it".

yters β€’ Feb 10, 2018 β€’ View on HN

By "human learning" do you mean there is a human in the loop, or do you mean the system mimics how we think humans learn? Looking at their website the latter appears to be the case.

jordanwallwork β€’ Feb 28, 2017 β€’ View on HN

I don't really understand this, what exactly is it learning?

skybrian β€’ May 25, 2017 β€’ View on HN

Where did you read that? Are you sure they weren't talking about machine learning in general?