Self-driving labs
A robot arm weighs the powders, a furnace cooks them, an instrument reads what formed, and software chooses the next recipe while the town sleeps. The loop of propose, cook and test runs nights, weekends and public holidays. One such line in California reported 41 new compounds, blends of elements locked into new solids, across 17 days of continuous running.
Most objects in your house waited decades between somebody's good idea and the shelf. If the propose-cook-test loop keeps speeding up, that wait could shrink: a fridge coating that sheds frost, a cheaper solar tile, a longer-lived hot water heater element could each arrive years sooner than the old pace would have carried them.
Open questionCan software tell a genuinely new material from a burnt mess in the crucible, without a chemist leaning in for a look?