[Help] Weird Shadow Problem

I tried recalculate normals, remove doubles and use HDR for light too but it didn’t change anything. I think sun lamp is the problem but I don’t know why. Any idea?

P.S. Also walls have default material.

It seems the same as this:

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Thank you so much! I Don’t know you can see the different but it helps me a lot to understand.