Record active-task figure gallery update

Author: sunshineluyao

literature-refresh/submission_pack.md

@@ -1,14 +1,14 @@
 # Literature Refresh — Final Challenge Submission Pack
 
-- **Task:** compress the completed Q-GATE Atlas evidence into a reviewer-first challenge submission, three-minute demo, scorecard, and presentation narrative.
+- **Task:** compress the completed Q-GATE Atlas evidence into a reviewer-first challenge submission, three-minute demo, scorecard, presentation narrative, and an embedded active-task figure gallery.
 - **Affected track:** project-wide submission framing; Liquidity Sentinel (`ACTIVE`) and Q-OPS C1.2 (`LOCKED_EVALUATED`).
-- **Search date:** 2026-08-01.
-- **Disciplines searched:** quantum optimization and trusted quantum computation; economics and market design; operations research and service staffing; Human–AI collaboration and governance; robotics and digital twins; challenge-specific workforce planning.
-- **Sources added or reviewed:** official Vanguard / WISER challenge brief; Q-GATE cross-disciplinary knowledge base; constrained-QAOA, stochastic scheduling, selective prediction, algorithm-selection, Human–AI governance, and trusted-computation references already registered in the repository.
-- **Most important support:** reviewers should see strong classical controls, selective quantum invocation, frozen held-out evidence, zero hard violations, and a manager-facing certificate before detailed circuit or sampling results.
-- **Most important challenge or warning:** the current prototype is a future-facing extension of the staffing use case and does not implement the full official queue-simulation scope, including average speed of answer and abandonment.
-- **Design change implied:** restructure the root README around a 60-second reviewer path; create a challenge scorecard, three-minute demo, final narrative, deck outline, AI-use disclosure, and final checklist; preserve the exact statevector-level claim boundary.
-- **Claim-boundary impact:** the submission should lead with a trusted selective hybrid advantage candidate on a frozen synthetic benchmark, never with real-QPU, wall-clock, asymptotic, production, or universal quantum-advantage language.
+- **Search date:** 2026-08-02.
+- **Disciplines searched:** quantum optimization and trusted quantum computation; economics and market design; operations research and service staffing; Human–AI collaboration and governance; robotics and digital twins; challenge-specific workforce planning; scientific visualization and evidence communication.
+- **Sources added or reviewed:** official Vanguard / WISER challenge brief; Q-GATE cross-disciplinary knowledge base; constrained-QAOA, stochastic scheduling, selective prediction, algorithm-selection, Human–AI governance, trusted-computation references, and the canonical locked figures and results already registered in the repository.
+- **Most important support:** reviewers should see strong classical controls, selective quantum invocation, frozen held-out evidence, zero hard violations, and a manager-facing certificate before detailed circuit or sampling results. A compact visual gallery improves discoverability when each image is clearly labeled as measured, conceptual, or audit-oriented.
+- **Most important challenge or warning:** attractive quantum-style figures can be misread as stronger evidence than the data support. The current prototype remains a future-facing extension of the staffing use case and does not implement the full official queue-simulation scope, including average speed of answer and abandonment.
+- **Design change implied:** structure the root README around a 60-second reviewer path; maintain the challenge scorecard, three-minute demo, final narrative, deck outline, AI-use disclosure, and final checklist; embed a clickable two-column gallery for the locked dashboard, circuit schematic, state distribution, state blooms, ambiguity map, and trusted certificate; preserve the exact statevector-level claim boundary.
+- **Claim-boundary impact:** the submission should lead with a trusted selective hybrid advantage candidate on a frozen synthetic benchmark, never with real-QPU, wall-clock, asymptotic, production, or universal quantum-advantage language. Conceptual circuit and state-bloom figures must remain labeled as presentation or schematic assets.
 - **Action classification:** `strengthens current direction` and `adds a new evidence gate`.
 
 ## Submission communication hierarchy
@@ -18,12 +18,27 @@
 3. Selective constrained-QAOA core.
 4. Classical feasibility and responsibility certificate.
 5. Frozen held-out results.
-6. Evidence boundary and remaining official-use-case gaps.
+6. Clickable visual gallery connecting method, evidence, and governance.
+7. Evidence boundary and remaining official-use-case gaps.
+
+## Active-task gallery policy
+
+The root README gallery uses repository-relative paths so images render inside the private repository. Each panel is clickable and opens the full SVG.
+
+Gallery panels:
+
+- constrained-QAOA circuit schematic — conceptual / architecture;
+- locked held-out dashboard — measured aggregate evidence;
+- feasible-subspace state distribution — measured representative-core result;
+- quantum-state blooms — conceptual / presentation;
+- classical ambiguity map — measured per-instance result;
+- trusted scheduling certificate — audit and evidence-boundary summary.
 
 ## Canonical submission assets
 
 - `README.md`
 - `figures/submission/reviewer_journey.svg`
+- `figures/q_ops_global/c1_2_locked/`
 - `docs/DEMO_3_MINUTE_SCRIPT.md`
 - `docs/FINAL_SUBMISSION_NARRATIVE.md`
 - `docs/PRESENTATION_DECK_OUTLINE.md`