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Humans also need to break up the problem and think step-by-step to solve problems like 234878 * 452.
by synarchefriend 2y ago
Humans also need to break up the problem and think step-by-step to solve problems like 234878 * 452.
- ADeerAppeared 2y agoThe difference is what I attempt to describe at the end there. Humans apply fixed strict rules about how to break up problems, like multiplication. LLMs simply guess. That's a powerful trick to get some more capability for simple problems, but it just doesn't scale to more complex ones. (Which in turn is a problem because most tasks in the real world are more complex than they seem, and simple problems are easily automated through conventional means)
- FeepingCreature 2y agoWe either learn the fixed rules in school, at which point we simply have a very strong prior, or we have to invent them somehow. This usually takes the form of "aesthetically/intuitively guided trial and error argument generation", which is not entirely wrongly summarized as "guessing".