Several necessary ingredients of human intelligence are present in GPT-4: complex pattern matching, abstraction from concrete examples and apply the abstract patterns to new examples, pattern interpolation, basic reasoning.
This is evident by its ability to generalize from the training set to new problems within many domains.
It's still unable to generalize as well as a smart human beyond the distribution it was specifically trained on, which is evident by its poor performance on AMC, Leetcode medium and hard, and Codeforces problems. But most humans are not great at these kinds of problems either.
This is evident by its ability to generalize from the training set to new problems within many domains.
It's still unable to generalize as well as a smart human beyond the distribution it was specifically trained on, which is evident by its poor performance on AMC, Leetcode medium and hard, and Codeforces problems. But most humans are not great at these kinds of problems either.
Benchmark and test results: https://openai.com/research/gpt-4