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Sunday, April 19, 2026
Training Pipes Team

Why Object Storage Isn't Enough for Modern ML Training

Object storage like S3 is cheap, durable, and infinite — but it isn't a filesystem. Here's why ML teams keep hitting the same wall, and what to do about it.