"Machines take me by surprise with great frequency"
About this Quote
The intent is double-edged. On one level it's practical: anyone who has ever debugged a program knows how often a machine behaves "unexpectedly" because the human model of the system is incomplete. On another level it's philosophical camouflage. Turing is quietly reframing "surprise" as a criterion for intelligence-adjacent behavior: if a machine can regularly generate outcomes that disrupt our expectations, then the line between rote mechanism and something that feels like agency starts to blur. The subtext isn’t that machines are magical; it’s that our explanations are fragile, and "understanding" is not the same as "controlling."
Context matters: Turing is writing in a mid-century world freshly reorganized by codebreaking, automation, and early computing - machines newly capable of amplifying human intent at wartime scale. Surprise here carries both wonder and warning. The remark anticipates a modern anxiety: we build systems to be reliable, then discover reliability at one level produces unpredictability at another. Turing’s wit is that he doesn’t dramatize it. He treats the shock as routine, which is exactly what makes it unsettling.
Quote Details
| Topic | Artificial Intelligence |
|---|---|
| Source | Help us find the source |
| Cite |
Citation Formats
APA Style (7th ed.)
Turing, Alan. (2026, January 15). Machines take me by surprise with great frequency. FixQuotes. https://fixquotes.com/quotes/machines-take-me-by-surprise-with-great-frequency-23579/
Chicago Style
Turing, Alan. "Machines take me by surprise with great frequency." FixQuotes. January 15, 2026. https://fixquotes.com/quotes/machines-take-me-by-surprise-with-great-frequency-23579/.
MLA Style (9th ed.)
"Machines take me by surprise with great frequency." FixQuotes, 15 Jan. 2026, https://fixquotes.com/quotes/machines-take-me-by-surprise-with-great-frequency-23579/. Accessed 13 Feb. 2026.









