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Comparison of AI Reliability to Calculators

Comparison of AI Reliability to Calculators

@GaryMarcus

Imagine if calculators had to carry this warning.

!Image 3: Tom's Hardware

#### Tom's Hardware

@tomshardware · 1d ago

Microsoft says Copilot is for entertainment purposes only, not serious use — firm pushing AI hard to consumers tells users not to rely on it for important advice tomshardware.com/tech-industry/…

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Apr 4, 2026, 8:21 PM View on X

12 Replies

36 Retweets

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8,648 Views  Gary Marcus @GaryMarcus

One Sentence Summary

Gary Marcus uses a rhetorical comparison between AI and calculators to highlight the lack of reliability in current generative AI systems.

Summary

Prompted by Microsoft's disclaimer, the author poses a rhetorical question: 'Imagine if calculators had to carry this warning.' This highlights the fundamental difference in reliability between deterministic tools like calculators and probabilistic generative AI models, a core theme in the author's critique of the field.

AI Score

78

Influence Score 28

Published At Yesterday

Language

English

Tags

AI Reliability

Microsoft Copilot

Gary Marcus

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