Power (tool) hex bit adapter.
The cut out makes the shank have some flex so the power tool doesnt shatter the brittle hex bits. thats the theory anyway. They come with bit sets as an accessory, but not everyone uses a power tool.
Also, they make power bits with the extra length and cut out that go into a different type of chuck (QR type) that makes this tool not needed.