nucleation

CLAIM-429: Where interpretation decides the occasions for cooperation and cooperation's outcomes revise interpretation, an intervention can change the loop's state or its coupling: a favourable exception changes the state and leaves the rule that judges exceptions as it was, while a change in how far outcomes may revise the governing interpretation changes the coupling, and where the coupling does not depend on the state, only the second changes how later evidence is taken

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Properties9
StatusActive
Version2
Rolethesis
Warrantinterpretive
Tagscomplex-systems, social-science, epistemology
Linedistributed-agency
Rests onCLAIM-297 — When an operator's authority is updated by how well it performs on the interpretation it helped make dominant, the coupled meaning and influence of an organization can amplify an initial interpretive advantage without any gain in fidelity to independent evidence, CLAIM-330 — In the coupled meaning–influence model linearized at its symmetric state, with each field stable alone and nonnegative couplings, the coupling destabilizes symmetry exactly when βγ > (1 − α)(1 − δ): only the loop can do it, and the direction that grows mixes meaning and authority
GroundsCASE-146 — Two friendships across a group line: in one, the friend becomes an exception and the person's view of the friend's group is unchanged; in the other, what happens with the friend changes how the person takes other members of the group, though the friendships are alike in warmth and in what each learns
ComplementsCLAIM-430 — An interaction can make available a way of relating that its participants' operative perspectives did not hold, by giving each a role to enact in it, so that taking part can come before, and help produce, the reinterpretation it later seems to express; whether the change stays with the partner, generalizes to a category, or is reproduced beyond the encounter are further questions, CLAIM-428 — Material interdependence couples parties' outcomes without fixing the perspective that organizes the coupling: the same dependence can be organized as mutual opportunity, as competitive vulnerability or as coercive leverage, so interdependence makes for peace to the extent that cooperation also changes which interests the parties' institutions recognize and who holds influence over them, and payoff coupling alone does not settle which

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The claim

A5 read prejudice as a loop the record already models. “Their expectation changes how they interact with those people. They may avoid them, withhold cooperation, interpret ambiguity negatively, or offer fewer opportunities to demonstrate trustworthiness. Those behaviors alter the evidence available in subsequent encounters.” That is CLAIM-297’s coupling of meaning and influence, and CLAIM-406’s structural pre-emptive injustice is the same loop deciding whose word is sought.

In CLAIM-330’s linearization the loop has a state (the current biases m and a) and a coupling (β, γ, how far each shapes the other’s update). An intervention can act on either.

  • On the state. A friend from the disfavoured group is met and liked. The person’s response to the friend changes; the rule by which the group’s members are judged does not. A4: “A prejudiced person can befriend a member of a targeted group while preserving their prejudice toward everyone else. They simply classify the friend as an exception.”
  • On the coupling. The encounter changes how far what happens in cooperation is allowed to revise the interpretation that governs the category. Then later evidence from other members is taken differently. CASE-146 sets the two side by side.

CLAIM-330 says only the loop can destabilize the symmetric state, and that scoring independently of the interpretation (γ ≈ 0) removes the instability. In that linearization a change of state alone dies away while βγ < (1 − α)(1 − δ), and there only a change of coupling lasts. Above the threshold, a change of state along the growing direction is amplified with the coupling unchanged. CLAIM-330 holds nothing about the bounded system’s attractors, where a large enough change of state could carry the loop to another one. So the claim does not say a durable change must act on the coupling. Whether the durable changes after contact needed one is what the defeat condition asks.

What it does not say

  • Not a threshold for prejudice. A5: the stability result “does not establish a threshold for real-world prejudice reduction.” The claim borrows the model’s distinction between state and coupling, not its numbers.
  • Not that a coupling change is always good. A change in how far outcomes revise the rule can make a regime more responsive or entrench a new one; CLAIM-404 is the case where it is done from outside.
  • Not that the two can always be told apart. CLAIM-414 says matched ordinary trajectories can hide such differences, and the defeater is the test.

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