---
title: "Alan Turing's biggest AI assumption may have been wrong"
slug: "alan-turings-biggest-ai-assumption-may-have-been-wrong"
date: 2026-07-14
category: research
tags: [regulation]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/alan-turings-biggest-ai-assumption-may-have-been-wrong
---

# Alan Turing's biggest AI assumption may have been wrong

**Published**: 2026-07-14 | **Category**: research | **Sources**: 1

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## TL;DR

A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.

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## Summary

A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper. Peter J. Denning argues that the most important parts of human intelligence, including common sense, intuition, culture, and practical know-how, cannot be encoded into computers. He believes this makes true human-level AI impossible, regardless of how large language models become.

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## Why it matters

A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.

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## Key Points

- A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.
- Denning argues that the most important parts of human intelligence, including common sense, intuition, culture, and practical know-how, cannot be encoded into computers.
- He believes this makes true human-level AI impossible, regardless of how large language models become.

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## FAQ

**Q:** What is Alan Turing's biggest AI assumption may have been wrong about?

**A:** A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.

**Q:** Why does it matter?

**A:** A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.

**Q:** What are the key takeaways?

**A:** A new book claims AI has been built on a flawed assumption dating back to Alan Turing's famous 1950 paper.. Denning argues that the most important parts of human intelligence, including common sense, intuition, culture, and practical know-how, cannot be encoded into computers.. He believes this makes true human-level AI impossible, regardless of how large language models become.

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## Related Topics

- [regulation](https://news.ainauten.com/en/tag/regulation)

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## Sources

- [Alan Turing's biggest AI assumption may have been wrong](https://www.sciencedaily.com/releases/2026/07/260713084850.htm) - ScienceDaily AI

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-07-14*