Aristotle and AI
Aristotle and AIBefore tokens, wordsHollis RobbinsSep 11, 20263678ShareThere are many approaches to “AI readiness” in higher ed. Mine, a 2000-level English course, begins with the second L in large language models, language. Accordingly, and with an eye to state legislators scrutinizing syllabi for racy texts, we begin with Aristotle.Most AI 101 college courses begin with the technology.
- ▪Aristotle and AIBefore tokens, wordsHollis RobbinsSep 11, 20263678ShareThere are many approaches to “AI readiness” in higher ed.
- ▪Mine, a 2000-level English course, begins with the second L in large language models, language.
- ▪Accordingly, and with an eye to state legislators scrutinizing syllabi for racy texts, we begin with Aristotle.Most AI 101 college courses begin with the technology.
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| Original publisher | Hacker News (AI / LLM) |
| Canonical URL | https://hollisrobbinsanecdotal.substack.com/p/aristotle-and-ai |
| Publication time | Sat, 12 Sep 2026 10:57:28 +0000 |
| Retrieval time | 2026-09-12T11:12:50.945Z |
| Last seen | 2026-09-12T11:12:50.945Z |
| 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 | None |
| Cluster logic | Not yet clustered, or no peer story found in the clustering window. |
| 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
Aristotle and AIBefore tokens, wordsHollis RobbinsSep 11, 20263678ShareThere are many approaches to “AI readiness” in higher ed. Mine, a 2000-level English course, begins with the second L in large language models, language. Accordingly, and with an eye to state legislators scrutinizing syllabi for racy texts, we begin with Aristotle.Most AI 101 college courses begin with the technology. Stanford’s CS324 (“a new course on understanding and developing large language models”) opens by defining a language model as a probability distribution over sequences of tokens, which are words or pieces of words.
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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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