A thermally conductive composition includes a polymer formed from a condensation-curable silyl-modified resin and particulate alumina filler having a high total specific surface area. The composition exhibits a thermal conductivity of at least 1 W/m*K. and is curable without added environmental moisture and with reduced catalyst loading.