Carbon and Cocoa are Apple's application programming interfaces (APIs) for macOS. Carbon is a legacy API that provides backward compatibility for older "classic" Mac software, while Cocoa is the modern, object-oriented native API developed from OpenStep. Key differences are that Cocoa uses Objective-C and allows access from C/C++, while Carbon is purely C-based. Event communication and memory management also differ between the two frameworks.