In its two parts, this study intends to reconstruct with some detail the fiasco of the Artificial Intelligence research project and the devastating critique carried out against it by Hubert Dreyfus in his magnum opus What Computers Still Can’t Do (1972, 1979, 1992). Part of these consequences is the emergence within this specialized field of a group of scholars who have called themselves ‘Heideggerian’. This definition shall be dealt with and criticized in the second part of this study. In this (...) first part, we go on to analize (i) the bizarre dreams and false expectations of AI researchers, and (ii) Dreyfus’ own criticism and its definitive thrust of phenomenological nature. (shrink)