The thought cameto Cassandra Rauert while she was new on the job as an analytical chemist studying microplastics in human ...

The only tools you need.

Over time, these adaptations form a recognizable maturity curve rather than a simple binary divide between old and new tools.

Because of that, the results vary. In many cases, AI adoption is shaped just as much by the shortcomings of existing tools as by intentional design. Some labs are seeing clear, measurable improvements ...