Kotlin is a statically typed language that compiles to JVM bytecode or JavaScript. It is designed for readability and relies on simple but powerful abstractions. The talk discusses challenges in designing Kotlin, including mapping Java types to Kotlin, implementing flow-based typing for smart casts, and reusing Java collections while making them safer to use. Generics and variance were also challenges addressed in Kotlin's type system design.