The document discusses biases that can negatively impact the hiring process and recommendations for making hiring more inclusive and legally defensible. It notes that resumes with ethnic-sounding names and a candidate's weight or scented attractiveness can unduly influence hiring decisions. However, decision-makers motivated to make careful choices exhibit less bias. The document recommends ensuring reasonable adjustments, gender-balanced interview panels, unconscious bias training, and no adverse impact to hiring to make the process more efficient and inclusive.