by Albert Major
Induction is the process of moving from specific observations to general conclusions - like watching several pieces of cesium explode in water and concluding that all cesium must explode in water.
Two key attempts to formalize induction reveal its weaknesses:
Popper's falsification theory states that instead of trying to prove scientific theories true through repeated observations (induction), scientists should try to prove theories false through experiments - if a theory survives repeated attempts to disprove it, we can tentatively accept it while remaining open to future evidence that might prove it wrong.