The Gradient — The Smaller Infinity

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Argument. The gradient funds release but not loops by itself; language carries acquired state across replacement of biological carriers, preserves prior cognitive work, and makes remaining environmental time partly actionable, while models are instruments trained from the resulting bounty and can redirect its accumulated accuracy toward compounding or capture.

Authority pointers. For extraction is parasitic on accuracy, see Grace Compounds. For loop taxonomy (accumulation, encoding, cognitive), see Loops. For AD dependency claim (accuracy compounds into bounty), see Let the Right One In. For language as tool deposited at the crossing between encoding and cognition, see Loops.

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