# Discussion: HPCs Straight Lines Can't Cross AIs Data Chaos

**URL:** <https://community.vastdata.com/t/discussion-hpcs-straight-lines-cant-cross-ais-data-chaos/1854>\
**Category:** News\
**Created:** [February 27, 2026, 6:10pm UTC](https://community.vastdata.com/t/discussion-hpcs-straight-lines-cant-cross-ais-data-chaos/1854 "2026-02-27T18:10:10Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![VAST](https://sea2.discourse-cdn.com/flex022/user_avatar/community.vastdata.com/vast/32/1847_2.png) [@VAST](https://community.vastdata.com/u/VAST)\
**Post date:** [February 27, 2026, 6:10pm UTC](https://community.vastdata.com/t/discussion-hpcs-straight-lines-cant-cross-ais-data-chaos/1854/1 "2026-02-27T18:10:10Z")

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![hpc](https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/9/9fa34440f244a09e76a4c36cc98e642e61a24cdd.jpeg)  
HPCs parallel file systems were built for predictable, sequential data flows. AIs data lifecycle is a relentless, randomized churn, rendering the old storage model a bottleneck.

Read more at: [When HPC’s Straight Lines Intersect with AI’s Data Chaos - VAST Data](https://www.vastdata.com/blog/hpcs-straight-lines-cant-cross-ais-data-chaos)

What are your thoughts? Did you learn something new? Do you agree with this take?