Predictive graph prototype

From Invariants
to Outcomes

Model 0.5 searches the certified low-single graph for every encoded response, propagates terminal outcomes backward, proves conservative forced attractors, and tests whether any same-actor continuation can be removed by dominance.

Variables72

rotational axes

Canonical classes

under left/right reflection

Automorphic states

exact bilateral symmetry

Rewrite certificates

predicate coverage

Smith attractor

states with proven finish/control

Defender attractor

states with proven score/control

Selected state

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SmithDefender

Retrograde analysis

What the graph can prove

The scheduler is deliberately hostile to a forced-win claim. Smith must retain a successful continuation while every encoded defender preemption also remains inside Smith's attractor. Mixed races are unresolved unless this condition holds.

∃ / ∀

Forced attractor

Wₛ ← terminal successes
repeat until fixed point:
  ∃ Smith continuation into Wₛ
  ∧ ∀ defender preemptions into Wₛ
Ω(G)

Outcome envelope

Every terminal class reachable through certified rewrites is propagated backward, including cycles. This reports possibility, not probability.

Pruning rule

A branch is removed only when another continuation by the same actor strictly Pareto-dominates its successor, or when both successors have the same canonical graph form.

Linear mobility

Constraint rank

C(G) q̇ = 0
M(G) = 72 − rank C(G)

Hard grips, posts, unsafe axes, and load couplings generate rows. Gaussian elimination removes redundant constraints.

Symmetry

Canonical form

canon(G) = min { σ(G) : σ ∈ Γ }
Γ = { identity, left↔right }

States are equivalent only when typed edges, hard mobility attributes, operators, status, and outcome agree after reflection.

Partial order

Dominance

G₁ ⪰ₛ G₂ iff
Aₛ(G₁) ⊇ Aₛ(G₂)
Aᴅ(G₁) ⊆ Aᴅ(G₂)
and mobility/control/support
are no worse for Smith.

This is Pareto dominance, not a weighted score. It identifies structurally unambiguous improvements.

Computed relations

Dominance and symmetry

Filter the computed partial order around the selected state. Exact equivalence classes remain distinct unless every typed attribute matches.

Smith dominance

Defender dominance

Symmetry class