Investors caution that potential tariff increases under Trump's second term may lead to many hardware startups closing. Challenges include disrupted supply chains, high tariffs on Chinese goods, and difficulties in relocating operations. Startups must navigate uncertainties and potential financial strains amid the changing trade landscape.