From Individual Genius to World-Mind: How AI Ends the "Heroic Age" of Math
The end of the age of heroesAI will soon be better at math than any human. What does that mean?Noah SmithAug 04, 20264395051SharePhoto by iSawRed on UnsplashI had a great-uncle who was a “human calculator”. It’s an odd, rare ability that allows people to multiply large numbers quickly in their heads.
- ▪The end of the age of heroesAI will soon be better at math than any human.
- ▪What does that mean?Noah SmithAug 04, 20264395051SharePhoto by iSawRed on UnsplashI had a great-uncle who was a “human calculator”.
- ▪It’s an odd, rare ability that allows people to multiply large numbers quickly in their heads.
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Story provenance
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Record
| Original publisher | Hacker News (AI / LLM) |
| Canonical URL | https://www.noahpinion.blog/p/the-end-of-the-age-of-heroes |
| Publication time | Wed, 05 Aug 2026 12:51:03 +0000 |
| Retrieval time | 2026-08-05T13:05:41.698Z |
| Last seen | 2026-08-05T13:05:41.698Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | FBf3z3hwk-b5 · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
The end of the age of heroesAI will soon be better at math than any human. What does that mean?Noah SmithAug 04, 20264395051SharePhoto by iSawRed on UnsplashI had a great-uncle who was a “human calculator”. It’s an odd, rare ability that allows people to multiply large numbers quickly in their heads. I remember using a hand calculator and seeing if my uncle could get it right without a tool faster than I could; more often than not, he could. Human calculators used to be very valuable as employees, back when calculation was done by hand. Today they’re just a curiosity. Technology came along and superseded that particular human ability, as it has so many others.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Hacker News (AI / LLM).
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