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![dhinchcliffe Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1585.png) Dion Hinchcliffe [@dhinchcliffe](/creator/twitter/dhinchcliffe) on x 56.1K followers
Created: 2025-07-21 17:30:17 UTC

🚦 Even with 1M GPUs, cracks are appearing:

•🕰 Delayed rollouts: Agents, Codex, Sora, Veo X
•🔥 Context windows mostly <100k tokens
•⏳ Rate limits everywhere (Claude, even big clouds)
•🔄 Refresh cycle: GPUs replaced every ~3 years

A probable capacity constraint.


XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947348417929195988/c:line.svg)

**Related Topics**
[limits](/topic/limits)
[veo](/topic/veo)
[1m](/topic/1m)

[Post Link](https://x.com/dhinchcliffe/status/1947348417929195988)