We have authentic Hadeeths from the Prophet Muhammad (SAWA) and Ahlul Bayt (AS) clearly prohibiting chess which is a concrete evidence that playing chess is not permissible in Islam. Every impermissible act is dangerously harmful. We might not know the details of the harm but Allah (SWT) Knows everything and that is why He Made it Impermissible.
Wassalam.