The document discusses trends in hardware startups and investing. It finds that investment in hardware startups rocketed between 2012-2013. While hardware makes up a small portion of total IoT spending, crowdfunding has become an important validation step for hardware companies to prove demand before pursuing larger VC rounds. Successful hardware startups often leverage software and recurring revenue business models, with crowdfunding helping to accelerate company value growth between funding rounds.