"does using only immutable data types make a java program thread safe?" Code Answer
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thread safety is about protecting shared data and immutable objects are protected as they are read only. well apart from when you create them but creating a object is thread safe.
it's worth saying that designing a large application that only uses immutable objects to achieve thread safety would be difficult.
it's a complicated subject and i would recommend you reading java concurrency in practice which is a very good place to start.