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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

A Proofs omitted from the paper

Neural Information Processing SystemsFeb-10-2026, 22:28:37 GMT

Using the procedure given in Proposition 2 (in Section A.2), For the proofs in this section, we will use the following notation. Without any loss of generality we assume the latter. 's are i.i.d random variables taking values in [0, 1], we apply the Chernoff bound to find For CNFs, testing satisfiability is known to be NP-hard. For DNFs, deciding validity is known to be co-NP-hard. From the fact that d -DNNF s support weighted counting and sampling we have the existence results.

artificial intelligence, assignment, machine learning, (16 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.54)

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