Computational problems

AI-complete

In the field of artificial intelligence, the most difficult problems are informally known as AI-complete or AI-hard, implying that the difficulty of these computational problems, assuming intelligence is computational, is equivalent to that of solving the central artificial intelligence problem—making computers as intelligent as people, or strong AI. To call a problem AI-complete reflects an attitude that it would not be solved by a simple specific algorithm. AI-complete problems are hypothesised to include computer vision, natural language understanding, and dealing with unexpected circumstances while solving any real-world problem. Currently, AI-complete problems cannot be solved with modern computer technology alone, but would also require human computation. This property could be useful, for example, to test for the presence of humans as CAPTCHAs aim to do, and for computer security to circumvent brute-force attacks. (Wikipedia).

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Related pages

Automated reasoning | DeepMind | Automated theorem proving | Equivalence class | Synthetic intelligence | Model of computation | Text mining | Turing test | Formalism (philosophy of mathematics) | Brute-force attack | Artificial intelligence | Computable function | Computational complexity theory | Computer security | Turing machine | Expert system | Arthur–Merlin protocol | List of unsolved problems in computer science