Hacker News Reader

Comment by tptacek | Hacker News Reader

Why are you asking them which basic computer science graph traversal algorithms a frontier model used?

OP:

>> using human-like(?) reasoning means cutting down the search space by having some sort of insight or intuition which allows you to prune branches from the entire tree

So according to the OP there's a search of a tree and it also uses pruning btw, so I want to know what search they mean. Why are you asking?

Because your question doesn't make sense; this isn't how implicit search works.

"Implicit search" with pruning?

Why not? Lasker said, “when you see a good move, look for a better one.” That was tree pruning advice for an implicit search.

Sorry, that's just egregious abuse of terminology. Either you're pruning the branches of a tree (or other graph, potentially) when you're doing a tree search, or you don't do pruning. Specifically advice taking (if that's what you mean) is not pruning.

I don't understand why you're scare quoting "implicit search".

It's a direct quotation from your comment, not a "scare quote". How does "implicit search" do pruning? Can you explain?

Edit: Turns out "implicit search" is actually a thing in the literature, albeit introduced in a single paper I could find that claims Diffusion Modelling does it:

https://arxiv.org/abs/2502.19805

I don't think anyone has picked that term up. One more for the scrapheap then, oh well, next paper.

No mention of pruning though. So what did you, or the other guys mean?

Reply on news.ycombinator.com