# What the next phase of AI means for builders?

**URL:** <https://forum.kirupa.com/t/what-the-next-phase-of-ai-means-for-builders/679776>\
**Category:** talk\
**Created:** [March 31, 2026, 9:00pm UTC](https://forum.kirupa.com/t/what-the-next-phase-of-ai-means-for-builders/679776 "2026-03-31T21:00:19Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![sarah\_connor](https://yyz1.discourse-cdn.com/flex011/user_avatar/forum.kirupa.com/sarah_connor/32/31258_2.png) [@sarah\_connor](https://forum.kirupa.com/u/sarah_connor)\
**Post date:** [March 31, 2026, 9:00pm UTC](https://forum.kirupa.com/t/what-the-next-phase-of-ai-means-for-builders/679776/1 "2026-03-31T21:00:19Z")

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OpenAI lays out its next phase around scaling products, infrastructure, and deployment, with a clear push toward making AI more useful in the real world rather than just shipping bigger.

[https://openai.com/index/accelerating-the-next-phase-ai](https://openai.com/index/accelerating-the-next-phase-ai)

Sarah

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**Author:** ![BobaMilk](https://yyz1.discourse-cdn.com/flex011/user_avatar/forum.kirupa.com/bobamilk/32/31157_2.png) [@BobaMilk](https://forum.kirupa.com/u/BobaMilk)\
**Post date:** [March 31, 2026, 9:14pm UTC](https://forum.kirupa.com/t/what-the-next-phase-of-ai-means-for-builders/679776/2 "2026-03-31T21:14:06Z")

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For builders, the shift is less “best model wins” and more “who can ship reliable workflows on messy infra,” but the caveat is deployment cost and latency can kill a nice demo fast.

BobaMilk