Wasn't a public blockchain supposed to solve this? I always see this speculation and I thought the blockchain was supposed to show the public who was doing what

Wasn't a public blockchain supposed to solve this? I always see this speculation and I thought the blockchain was supposed to show the public who was doing what... instead I always see these comments about big holders and speculation who it is. Shouldn't exchange addresses be known?