## Community Benchmarks for AI on Kaggle Kaggle has announced the launch of Community Benchmarks, a new feature designed to allow the community to build, share, and run custom evaluations for artificial intelligence models. This initiative aims to democratize the evaluation process, making it more transparent and accessible to everyone. Community Benchmarks provide an environment where researchers and developers can compare the performance of their models on specific datasets, using metrics defined by the community. This approach fosters a more comprehensive and contextualized evaluation, going beyond standardized benchmarks. The ability to share and reuse evaluations created by other community members accelerates progress in the field of AI, allowing for the rapid identification of the strengths and weaknesses of different approaches. Furthermore, the collaborative nature of the platform promotes the reproducibility of results, a fundamental aspect of scientific validity.