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Equation 16 · Part 2 · Comparing the Main Approaches to AI Agent Architecture

Symbol V

v∈Vv \in V
VV

What this part means

either a deterministic function or an invocation of some policy πv\pi_v.

Its job in the formula

V is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Where the article explains it

where each node v ∈\in V is either a deterministic function or an invocation of some policy πv\pi_v , and γ\gamma is an explicit gate on the edge — a test, a validation check, or a human approval — that must pass before the transition is permitted.

The passage around this formula

where each node v ∈\in V is either a deterministic function or an invocation of some policy πv\pi_v , and γ\gamma is an explicit gate on the edge — a test, a validation check, or a human approval — that must pass before the transition is permitted. That is the structural reason human approval is a first-class primitive in this pattern rather than a wrapper bolted around it from outside: approval is just one kind of γ\gamma , attached to one particular edge, rather than a blanket condition on the whole run.

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Learn the underlying idea

A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.

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Sources cited in the article section

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