Abstract The talk is in two parts In the first part Michael Abraham will introduce several examples of Talmudic Kal Vachomer reasoning and examine its formal logical properties. In the second part Dov Gabbay will introduce a new method of abduction, Matrix Abduction, arising from the first part, and apply it to modelling the use of non-deductive inferences in the Talmud such as Analogy and the rule of Kal Vachomer ( Argumentum A Fortiori.) The basic model is as follows: Given a matrix A with entries in {0, 1}, we allow for one or more blank squares in the matrix, say ai,j =?. The method allows us to decide whether to declare ai,j = 0 or ai,j = 1 or ai,j =? undecided. This algorithmic method is then applied to modelling several legal and practical reasoning situations including the Talmudic rule of Kal-Vachomer. We also show that this new rule of Matrix Abduction, arising from the Talmud, can also be applied to the analysis of paradoxes in voting and judgement aggregation. In fact we have here a general method for executing non-deductive inferences. references: Analysis of the Talmudic Argumentum A Fortiori Inference Rule (Kal Vachomer) using Matrix Abduction M. Abraham, D. Gabbay, U. Schild Bar-Ilan University, Israel and King's College London, UK 3rd draft March 2009 Paper 338