The document summarizes a two hour search to find estimates of potential improvements in US building energy efficiency over the next 10-20 years. The search involved cycling through Google searches and visiting over 75 URLs, with promising sources including the UN, US national labs, IPCC reports, and government agencies. Estimates found ranged from 11.7-28% improvement by 2010-2030 depending on the source and geography. The search highlighted the complexity of the question and issues with search syntax and jargon across different sources.