Thomas Edison famously tried hundreds of materials and failed thousands of times before discovering that carbonized cotton thread burned long and bright in an incandescent light bulb. Experiments are often time-consuming (Edison's team spent 14 months) and expensive (the winning combination cost about $850,000 in today's money).