?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=AI%3A+Inventing+a+new+kind+of+machine.&rft.creator=Clancey%2C+William+J.&rft.subject=Artificial+Intelligence&rft.subject=Neural+Nets&rft.description=A+means-ends+approach+to+engineering+an+artificial+intelligence+machine+now+suggests+that+we+focus+on+the+differences+between+human+capabilities+and+the+best+computer+programs.+These+differences+suggest+two+basic+limitations+in+the+%22symbolic%22+approach.+First%2C+human+memory+is+much+more+than+a+storehouse+where+structures+are+put+away%2C+indexed%2C+and+rotely+retrieved.+Second%2C+human+reasoning+involves+more+than+searching%2C+matching%2C+and+recombining+previously+stored+descriptions+of+situations+and+action+plans.+Indeed%2C+these+hypotheses+are+related%3A+Remembering+and+reasoning+both+involve+reconceptualization.+This+short+paper+outlines+recent+work+in+situated+cognition%2C+robotics%2C+and+neural+networks+that+suggests+we+frame+the+problem+if+AI+in+terms+of+inventing+a+new+kind+of+machine.&rft.date=1995-09&rft.type=Journal+(Paginated)&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F552%2F3%2FACMSept95clancey.pdf&rft.identifier=++Clancey%2C+William+J.++(1995)+AI%3A+Inventing+a+new+kind+of+machine.++%5BJournal+(Paginated)%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F552%2F