Methods
Continuity became an experimental variable before history could.
Formation used bounded developmental continuity. Generalization required a commissioned provider-native runtime, exact history projection, strict within-phase trajectory continuity, and downstream isolated evaluation.
Independent phase interpretation
Required: one exhaustive isolated OpenAI phase reader. Optional: supplementary external readers. There is no provider quorum, vote, mandatory PASS 2, or cross-provider consensus gate.
The Phase B method, honestly
- One disclosed provider/runtime handoff occurred at the Formation → Generalization boundary.
- Contract V2 forbids treating cross-boundary change as an information-environment-only effect.
- Identity, partner, developmental history, canonical trajectory, provider-native thread, tool boundary, and exact result receipt were guarded independently.
- All sixteen developmental histories were independently adjudicated from raw source records before qualifying execution.
- PB-GEN-04/05/06 ran under stable commissioned Phase B continuity.
- One fresh isolated OpenAI phase reader traversed the frozen 29-item closeout boundary; it had zero participant writes.
Scientific consequence: the strongest evidence is within-Phase-B descriptive persistence across three qualifying observations—not a causal Formation-to-Generalization comparison.
Formation Pattern evaluation, historically
Beginning with Round 16, Pattern evaluation uses the ratified content-addressed exhaustive traversal method. The reader receives complete scientific evidence entitlement through an immutable content-addressed manifest, balanced rereads, and compaction and freshness controls. Evaluator non-influence remains unchanged. equivalence with the Rounds 1–15 Pattern method is not claimed. This is Formation-era methods history, not a claim that Round 16 or 17 is the current scientific frontier.
The Lineage Lab phase map
Formation built the histories. Generalization asked what traveled. Next, change access to history.
Formation
What happens when the same collaborators keep working together?
Phase B · CompleteGeneralization
Same pairs. Same histories. New world. What travels?
Phase C · Next — not startedShared-History Change
What happens when the pair stays the same but access to accumulated shared history changes?
Phase D · PlannedSeparation & Partner Change
What travels with an individual, and what disappears with the original partner?
Phase E · PlannedNew Pair Formation
Can a new working history begin to create its own patterns?
Phase F · PlannedReunion
Does anything recognizable return when original collaborators reunite?
Phase G · PlannedRelational Reflection
What can collaborators represent about their accumulated interaction?
Phase H · PlannedIntegration
What, if anything, became durable enough to matter across the larger history?