The signal
University and corporate labs are running automated loops in chemistry, materials and biology. They are still expensive and specialized, but results show experiments running many times faster.
Where it could lead
Science is slow largely because experiments are slow. Faster loops mean faster new drugs, batteries and materials — and a different role for scientists as designers and supervisors.
Evidence that would strengthen the case
- Discoveries credited to autonomous labs reach commercial use
- Cloud labs let smaller companies rent automated experimentation
- Standard equipment and software make automated labs cheaper to build
What could prevent it
- Real-world experiments prove too messy for automation beyond narrow tasks
- Costs stay high enough that only a few elite labs can afford it
- Results don’t reproduce outside the original setup