The Dark Night of Mathematics

kirwinhampshire.substack.com
July 25, 2026
7 min read
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Summary
Recent developments in large language models (LLMs) have generated counterexamples to several long-standing mathematical conjectures. This has sparked varied reactions among mathematicians and enthusiasts, leading to discussions about the implications for the field of mathematics.
Key Takeaways
- Recent developments in AI have produced counterexamples to significant long-standing mathematical conjectures, causing distress among mathematicians.
- Despite AI's ability to prove theorems more efficiently, mathematicians believe they still have a role in the appraisal and appreciation of these proofs.
- The emotional core of mathematics lies in the human experience of discovery and creation, which AI cannot replicate.
- The financial viability of traditional mathematical roles is threatened as AI advances in theorem proving and theory crafting.
Coverage & discussions
Hacker News · kirwinhampshire.substack.com
Community discussions
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Analysis ready
Community Sentiment
Positives
- Even if AI can prove theorems more efficiently, the appreciation for the beauty of mathematics remains, ensuring that mathematicians still have a vital role in understanding and presenting this new abundance.
- Historically, many advances in mathematics have been made without customer value in mind, suggesting that freeing oneself from such concerns can lead to unexpected discoveries.
Concerns
- The fear that mathematicians will become obsolete due to super intelligence looms large, highlighting a broader existential threat to human roles across various fields.
- Locking oneself in an ivory tower for the sake of beauty risks reducing valuable contributions to mere hobbies, as AI automates processes that were once held in high esteem.




