# Building abundant intelligence

DevFeed: [Building abundant intelligence](<https://devfeed.tech/articles/building-abundant-intelligence-6318.md>)

Original publisher: [Read original article](<https://openai.com/index/building-abundant-intelligence>)

Published: 2026-07-31T15:00:00Z

Content type: article

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [company](<https://devfeed.tech/tags/company.md>), [cost](<https://devfeed.tech/tags/cost.md>), [models](<https://devfeed.tech/tags/models.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [research](<https://devfeed.tech/tags/research.md>), [speed](<https://devfeed.tech/tags/speed.md>), [tokens](<https://devfeed.tech/tags/tokens.md>)

## AI overview

The article presents abundant intelligence as a cycle in which more capable and efficient AI, lower costs, broader adoption, revenue, feedback, and continued investment reinforce one another. It highlights recent model price reductions and faster processing, arguing that customers should optimize for the cost of successful outcomes rather than token prices alone.

## Source excerpt

A full-stack approach to making advanced AI more capable, more affordable, and more widely useful.