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arXiv AI/ML

The Hidden Cost of Compressed Communication: Why AI Teams Need Better Math

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When a large team communicates via group chat instead of all-hands meetings, information gets garbled. Error feedback mechanisms are like a smart colleague who writes down what got lost—and passes it forward next time.

This means distributed AI training (the backbone of large-scale learning) can finally be optimized with proven step sizes, cutting both communication overhead and training time.


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