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Equation 4 · Part 5 · How AI Models Learned to Use Tools: A Protocol History

addition

Cstandardized=M+N.C_{\text{standardized}} = M + N.
addition

What this part means

Add the term after the plus sign to the term or group before it.

Its job in the formula

Add the term after the plus sign to the term or group before it.

The passage around this formula

separate integrations, because nothing built for one pair transfers to any other. A protocol that both sides implement exactly once instead collapses this to Cstandardized=M+NC_{\text{standardized}} = M + N. The assumption a shared protocol is betting on is that the fixed cost of building and maintaining the standard itself is smaller than the integrations it removes, and that those removed integrations were genuinely redundant rather than differently necessary. When M and N are both large and still growing, the gap between M ×\times N and M + N dominates every other consideration; when either is small — a single application talking to a handful of tools it controls — a bespoke integration can still be cheaper than…

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Learn the underlying idea

Addition combines quantities; subtraction measures the signed difference between them. Parentheses show what is combined before the rest of the expression is evaluated.

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Sources cited in the article section

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