What concepts figure in our non-inferential beliefs: "electrons", "cardinals" or color-concepts? Neo-Pragmatists like Sellars, Bran-dom and McDowell took different routes to answer this question. All of these routes rely heavily on the concept of inference. This paper seeks to examine the plausibility of each route while taking a close look on the way "non-inferentiality" is conceived.