---
title: "Discussion on \"The Limits of AI: Induction, Deduction, and Why Models Can't Jump\" | Hashnode"
description: "Discussion on \"The Limits of AI: Induction, Deduction, and Why Models Can't Jump\". Why LLMs master induction and deduction but struggle with abduction, inventing new hypotheses. Insights from DeepMind's Tom Zahavy on AI reasoning limits."
url: "https://hashnode.com/posts/the-limits-of-ai-induction-deduction-and-why-models-can-t-jump/6abd6ba645b4f0e967f80aa6"
---

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# [The Limits of AI: Induction, Deduction, and Why Models Can't Jump](https://gfactor.hashnode.dev/the-limits-of-ai-induction-deduction-and-why-models-can-t-jump?utm_source=hashnode&utm_medium=feed)

Why LLMs master induction and deduction but struggle with abduction, inventing new hypotheses. Insights from DeepMind's Tom Zahavy on AI reasoning limits.

Sep 30 · 14 min read · gfactor.hashnode.dev  
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-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#philosophy](https://hashnode.com/tag/philosophy)
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## Written by

[Aleksei Romanov](https://hashnode.com/@gfactor)

@gfactor · United States

  
[View profile](https://hashnode.com/@gfactor)

Ex-Apple GenAI engineer, building an LLM post-training platform at g factor technologies

Ex-Apple GenAI engineer, building an LLM post-training platform at g factor technologies

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