I sat in on an Anna Olson demonstration at the Plowing Match recently and her explanation of the difference between BP and BS was that although they are both used as a rising agent BS reacts immediately upon meeting with the liquid ingredients and BP has a more prolonged reaction time and therefore is needed in recipes with longer baking times. I know this doesn't answer the softer cookie question but it was information that I found interesting :-)