![]() ![]() "Each competitive programming problem contains at least one public input/output test indicating how code samples should behave. Random scripts that are irrelevant and don't match the problem's description – or those that generate the wrong sample test answers, or don't compile at all – are removed. Given a problem, it generates about a million different code samples, which are then filtered down. ![]() Although impressive, the competition conditions were different for the machine and for humans.ĪlphaCode 2 can submit up to ten different solutions for each problem and score points if one of them is correct – unlike the human candidates, who have one go at cracking the challenge.ĪlphaCode 2 also operates very differently from biological programmers. In two contests out of the twelve in which it competed, AlphaCode 2 outperformed 99.5 percent of participants. "Mapping this to competition rankings, we estimate that AlphaCode 2 sits at the 85th percentile on average – ie it performs better than 85, ranking just between the 'Expert' and 'Candidate Master' categories on Codeforces," the researchers claimed.
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