Building abundant intelligence
It is valuable because of what it makes possible: more capable intelligence, available to more people, at a lower cost.That is how I think about abundance. It is both embedded in our mission—ensuring that artificial general intelligence benefits all of humanity—and in the economic engine that drives our business.When the cost of useful intelligence falls, more work becomes worth doing. When models become more capable, that work creates more value.
- ▪It is valuable because of what it makes possible: more capable intelligence, available to more people, at a lower cost.That is how I think about abundance.
- ▪It is both embedded in our mission—ensuring that artificial general intelligence benefits all of humanity—and in the economic engine that drives our business.When the cost of useful intelligence falls, more work becomes worth doing.
- ▪When models become more capable, that work creates more value.
2 outlets in our directory ran this story. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
- ▪ Building abundant intelligence - OpenAI — Google News
OpenAI Blog files mainly under ai. We currently carry 7 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
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 | OpenAI Blog |
| Canonical URL | https://openai.com/index/building-abundant-intelligence |
| Publication time | Fri, 31 Jul 2026 15:00:00 GMT |
| Retrieval time | 2026-07-31T15:03:09.041Z |
| Last seen | 2026-07-31T15:03:09.041Z |
| 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 | RrVQjwVTm_hK · 2 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
July 31, 2026CompanyBuilding abundant intelligenceA full-stack approach to making advanced AI more capable, more affordable, and more widely useful.Loading…ShareThe economics of abundanceThe economics of abundanceGetting more from every unit of computeWhy the full stack mattersBuilding with conviction and disciplineThe opportunity aheadThe economics of abundanceGetting more from every unit of computeWhy the full stack mattersBuilding with conviction and disciplineThe opportunity aheadAI infrastructure is not valuable because it is large. It is valuable because of what it makes possible: more capable intelligence, available to more people, at a lower cost.That is how I think about abundance.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at OpenAI Blog.
Discussion
0 commentsMore from OpenAI Blog
