"Twenty-five years ago, the notion was you could create a general problem-solver software that could solve problems in many different domains. That just turned out to be totally wrong"
About this Quote
The line works because it refuses the comforting story of linear progress. "General problem-solver" sounds noble, almost Enlightenment-y: a universal tool for human betterment. Gardner punctures it with the most deflating verdict in science: "totally wrong". No softening. No "not yet". That rhetorical finality signals a deeper argument about how minds actually operate: expertise isn’t generic horsepower, it’s local knowledge, learned representations, and culturally shaped practice. A chess grandmaster’s brilliance doesn’t automatically transfer to diagnosing pneumonia or writing a sonnet; why would software be different?
Subtextually, he’s also critiquing a recurring tech habit: confusing a benchmark with a theory of intelligence. The context is a field learning (again) that success comes from specificity, constraints, and data tied to a domain, not from pretending one master key unlocks every door. Gardner’s jab lands because it targets not just an old research program, but a recurring human weakness for elegant, totalizing solutions.
Quote Details
| Topic | Artificial Intelligence |
|---|---|
| Source | Help us find the source |
| Cite |
Citation Formats
APA Style (7th ed.)
Gardner, Howard. (2026, January 15). Twenty-five years ago, the notion was you could create a general problem-solver software that could solve problems in many different domains. That just turned out to be totally wrong. FixQuotes. https://fixquotes.com/quotes/twenty-five-years-ago-the-notion-was-you-could-162902/
Chicago Style
Gardner, Howard. "Twenty-five years ago, the notion was you could create a general problem-solver software that could solve problems in many different domains. That just turned out to be totally wrong." FixQuotes. January 15, 2026. https://fixquotes.com/quotes/twenty-five-years-ago-the-notion-was-you-could-162902/.
MLA Style (9th ed.)
"Twenty-five years ago, the notion was you could create a general problem-solver software that could solve problems in many different domains. That just turned out to be totally wrong." FixQuotes, 15 Jan. 2026, https://fixquotes.com/quotes/twenty-five-years-ago-the-notion-was-you-could-162902/. Accessed 12 Feb. 2026.









