What to Expect in the AI Era
Prologue: I haven’t blogged for almost two years. Most likely you simply forgot this blog ever existed. Unfortunately, I was busy with life related stuff.
- ▪Prologue: I haven’t blogged for almost two years.
- ▪Most likely you simply forgot this blog ever existed.
- ▪Unfortunately, I was busy with life related stuff.
Hacker News (AI / LLM) files mainly under ai. We currently carry 5,969 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Igor Pak's blog |
| Canonical URL | https://igorpak.wordpress.com/2026/09/15/what-to-expect-in-the-ai-era/ |
| Publication time | Tue, 22 Sep 2026 12:20:03 +0000 |
| Retrieval time | 2026-09-22T12:28:51.318Z |
| Last seen | 2026-09-22T12:28:51.318Z |
| 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
Prologue: I haven’t blogged for almost two years. Maybe you noticed, maybe not. Most likely you simply forgot this blog ever existed. Unfortunately, I was busy with life related stuff. Still am. But suddenly something changed. As I speak to people, especially to junior mathematicians, I see fear in their eyes. They are scared of AI. Really. At first, I thought these fears are misplaced. Now I don’t. That’s why I thought it’s time to talk it over… Predictions are cheap, especially about the future Clearly, AI is already a major disruption to the way mathematicians work, and probably the way we live. Like many, I am deeply interested in the future of my profession given that I invested in it close to 40 years.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Igor Pak's blog.
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