A pilot explained their understanding of the "High to Low look out below" and "Hot to Cold look out below" principles affecting altimeter accuracy. When flying from high pressure to low pressure without adjusting the altimeter setting, pressure levels compress and the aircraft descends through them while maintaining indicated altitude. Similarly, moving from warm air to cold air causes pressure levels to compress vertically, requiring actual descent to maintain the same pressure level that the unmodified altimeter references.