In the early seventies , the capabilities of AI programs was limited . Even the most impressive could only handle trivial versions of the problems they was supposed to solve ; all the programs was , in some sense , " toys " . AI researchers had begun to run into several fundamental limits that could not be overcome in the 1970s . Although some of these limits would be conquered in later decades , others still stymie the field to this day .