DeepSeek's Stated Research Goal: Endless, Smooth Accretion of Capability

teortaxesTex · x · 2026-09-10

Citing Astra's analysis of the DeepSeek V4.1 paper, teortaxesTex argues DeepSeek's research program targets smooth, endless accretion of capability: every computation on their servers feeds the next training stage — "everything is teacher." The author sees this as confirming his earlier guesses about DeepSeek's incremental, compounding approach to capability growth rather than discrete leaps.

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