Abstract
Attention to criticism and growth! It appears Aristotle had a dialectical method with two main phases: a) doxographic induction - a form of re-collecting ideas of previous generations; it is related to Plato's anamnesis. b) organisation of knowledge by classification ; it is natural in view of Aristotle's organismic outlook. Against common misconceptions: Aristotle was not anti-empirical, nor anti-critical . Doxographic induction is a prime example of critical and "empirical" methodology. Against Popper: Aristotle's subscription to the ideal of certainty is not the main source of dogmatism in the Aristotelian paradigm. A theory of science has to take cognizance of social settings, how these support or repress critical dialectical method. Against Feyerabend: Galileo's use of re-collection in his dialogues is not trick persuasion; it is a continaution of an old method, viz., doxographic induction. Granted that it has always had persuasive as well as other psychological aspects. It serves the double function of giving clues, and leading the mind into the frame of a paradigm. Finally, it is proposed that theory of science and classical scholarship must sometimes call on each other, just like theory of science and history of science