Where else have you heard the term conversation? How does that term’s meaning in that other context relate to its meaning in chemistry? Physical Elevate Science page 28 introduction to matter.

the old alchemists made significant contributions to science even though there starting premises were off a bit. their conclusions after failure would steer them into better directions for investigation. science is no more than close observation and the initial mistakes result in rethinking and retrying experiments.