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Equation 5 · Part 1 · Agent Evaluation in 2035: Two Axes, Four Scenarios, and What Would Falsify Them

Symbol hatepsilon

ϵ^\hat\epsilon
ϵ^\hat\epsilon

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

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

The passage around this formula

…half the time [ 1 ] . A same-vendor judge auditing a same-vendor policy model inherits a structurally similar conflict of interest, whatever its raw agreement rate. Under Axis A’s ad hoc branch, plugging an unaudited ϵ^\hat\epsilon into the rule above collapses it to “human required” for anything consequential, regardless of how the automation policy is worded elsewhere — which is why mandatory human review is the position every current voluntary framework, including Anthropic’s own, still defaults to for its…

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