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feat: #24 HIDDEN_COLLAPSE_INTERMITTENT_CLIFF — close estimation lane - #749

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rogerSuperBuilderAlpha merged 4 commits into
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cursor/partial-observation-estimability-69c4
Sep 21, 2026
Merged

rogerSuperBuilderAlpha merged 4 commits into
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cursor/partial-observation-estimability-69c4

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@rogerSuperBuilderAlpha rogerSuperBuilderAlpha commented Sep 18, 2026

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Summary

Closes RESEARCH_AGENDA_50_V2 #24 on partial observation / estimability.

Verdict: HIDDEN_COLLAPSE_INTERMITTENT_CLIFF

  • Exact binary IIT-4.0 Φ labels; cheap mean-MI screen under observation masks (T=2000, noise=0.08)
  • Family n=3 (24 tri / 24 dya): full AUC 0.922 → hidden party 0.547 (Δ=0.375); hidden mediator 0.934
  • Intermittent party: AUC ≥0.92 for all δ≥0.10, then cliffs to chance at δ=0 (max consecutive drop 0.422)
  • H1 SUPPORTED, H2 REFUTED, H3 SUPPORTED (role-gated; family Δ spread 0.500)

Updates ESTIMATION_ARC.md (lane closed with #21#25), agenda #24 answered, CI reproduce registered. Closed lanes stay closed. Best next: optional M3 overlay subset-Φ fidelity (or a new agenda gap). No Hegel/Substack.

Study

org_frontier/studies/partial_observation_screen/

Test plan

  • Hypotheses fixed before computing
  • python org_frontier/studies/partial_observation_screen/analyze_partial_obs.py
  • python ci/reproduce.py partial-observation-screen
  • build_map.py --check / build_index.py --check / research index --check
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cursoragent and others added 3 commits September 18, 2026 14:21
Fix H1–H3 before computing (hidden collapse, intermittent smooth
duty cycle, family/role mediation). Exact IIT-4.0 labels; cheap MI
screen under observation masks. Analysis script ready; no results yet.

Co-authored-by: Roger Hunt <rogerSuperBuilderAlpha@users.noreply.github.com>
Exact Φ labels; mean-MI under full/hidden/intermittent masks on
family_n3. Hide party collapses AUC 0.922→0.547; δ≥0.10 holds then
cliffs at δ=0; hide mediator ≈ full. H1/H3 supported, H2 refuted.
Register reproduce; update ESTIMATION_ARC and agenda.

Co-authored-by: Roger Hunt <rogerSuperBuilderAlpha@users.noreply.github.com>
@cursor cursor Bot changed the title feat: #24 partial observation estimability (HIDDEN_SHARP_INTERMITTENT_SMOOTH pending) feat: #24 HIDDEN_COLLAPSE_INTERMITTENT_CLIFF — close estimation lane Sep 18, 2026
…README/research index

Co-authored-by: Roger Hunt <rogerSuperBuilderAlpha@users.noreply.github.com>
@rogerSuperBuilderAlpha
rogerSuperBuilderAlpha marked this pull request as ready for review September 21, 2026 13:59
@rogerSuperBuilderAlpha
rogerSuperBuilderAlpha merged commit 66fe093 into contrib Sep 21, 2026
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rogerSuperBuilderAlpha deleted the cursor/partial-observation-estimability-69c4 branch September 21, 2026 14:10
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2 participants