The discussion revolves around calculating the force exerted by a liquid on an upper hemisphere using Archimedes' principle. Participants clarify that Archimedes' principle cannot be applied to the upper hemisphere since it is not fully immersed in fluid, as its bottom surface is in contact with another hemisphere. The correct approach involves integrating the pressure over the surface area of the hemisphere and considering only the vertical components of the forces. The force due to gauge pressure is differentiated from total pressure, with gauge pressure defined as the difference between absolute pressure and a reference pressure. Ultimately, the upward force on the whole sphere can be calculated as (4/3)πR^3ρg, assuming the conditions are appropriate.