Technology democratization enforces a never-ending process of risk/responsibility harmonization through with ethical assumptions. However, it is crucial to debate the gender gap within our community (reasons) and explore the potential “outcome” of female contribution. This panel does not promote a direct hit with the sessions, although the intention is to be controversial and influencer concerning a latent problem inside our community.