'Internet Compression as a Service': are LLMs erasing the long tail of knowledge?

Conscious-content42 · reddit · 2026-08-26

A Reddit user proposes ICaaS (Internet compression as a service) as a framing: model providers hoover up and compress the internet into single responses, potentially accelerating the loss of the long tail of perspectives — an effect that compounds as AI output flows back into training data.

The author isn't anti-model (they use them daily for engineering, finance, cooking) but asks the community how to support long-tail knowledge against this compaction. Internet Archive and Wikipedia help but carry their own biases about what gets collectively remembered; some users have even returned to older models as less contaminated by aggregated AI responses.

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