Apple and EPFL study finds a minimal coding agent matches or beats multi-agent systems
Researchers from Apple Machine Learning Research and EPFL presented Malena, a single coding agent with file and shell access that, using the same model and budget, earned a medal on 62.5% of MLE-bench competitions versus 47.1% for the best external system tested.