diff --git a/_docs/00_problem/input_data/expected_results/video_1_faststart_expected.csv b/_docs/00_problem/input_data/expected_results/video_1_faststart_expected.csv
index a7eeb64..53acf4d 100644
--- a/_docs/00_problem/input_data/expected_results/video_1_faststart_expected.csv
+++ b/_docs/00_problem/input_data/expected_results/video_1_faststart_expected.csv
@@ -1,6 +1,24 @@
 time_sec,center_x,center_y,width,height,label,confidence_min
 0,0.289802,0.512695,0.077206,0.072666,ArmorVehicle,0.89
+2,0.653329,0.376178,0.078665,0.081241,ArmorVehicle,0.89
+4,0.197519,0.416036,0.067097,0.083232,ArmorVehicle,0.83
+6,0.276864,0.60931,0.060284,0.066828,ArmorVehicle,0.8
+8,0.379446,0.434878,0.071124,0.077504,ArmorVehicle,0.55
 10,0.753483,0.198423,0.057173,0.070441,ArmorVehicle,0.72
+14,0.956159,0.68494,0.075992,0.034521,Trenches,0.62
+30,0.343423,0.763509,0.098184,0.079214,TyreTracks,0.82
+32,0.438461,0.687812,0.09794,0.07654,TyreTracks,0.85
+41,0.700711,0.590761,0.10644,0.088566,TyreTracks,0.74
+47,0.830646,0.762364,0.108269,0.091804,TyreTracks,0.37
+47,0.698529,0.00825,0.022697,0.01672,Vehicle,0.34
+49,0.349817,0.663337,0.075551,0.061795,TyreTracks,0.77
+67,0.846456,0.527966,0.03052,0.058466,Trenches,0.32
+69,0.68478,0.514788,0.025761,0.053171,Trenches,0.46
+71,0.368416,0.460942,0.030577,0.050027,Trenches,0.78
+73,0.177122,0.455578,0.031931,0.048597,Trenches,0.36
+87,0.128406,0.138269,0.040148,0.032909,Smoke,0.56
+90,0.118965,0.089119,0.037023,0.033037,Smoke,0.32
+95,0.570426,0.373717,0.031503,0.021361,Trenches,0.48
 108,0.621403,0.45839,0.026638,0.037245,Smoke,0.58
 110,0.637573,0.465766,0.027141,0.040499,Smoke,0.58
 112,0.610838,0.480663,0.0283,0.041891,Smoke,0.72
@@ -15,7 +33,6 @@ time_sec,center_x,center_y,width,height,label,confidence_min
 134,0.475175,0.52287,0.099367,0.178105,Smoke,0.27
 136,0.042595,0.458038,0.073769,0.201478,Smoke,0.72
 138,0.398975,0.280201,0.132485,0.076752,Smoke,0.3
-14,0.956159,0.68494,0.075992,0.034521,Trenches,0.62
 149,0.115298,0.585385,0.037456,0.030006,Trenches,0.64
 149,0.149621,0.602923,0.039252,0.032263,Trenches,0.73
 149,0.534584,0.082995,0.03861,0.036615,Trenches,0.51
@@ -36,7 +53,6 @@ time_sec,center_x,center_y,width,height,label,confidence_min
 195,0.556304,0.101112,0.046918,0.036026,Smoke,0.71
 197,0.519331,0.120967,0.044832,0.039692,Smoke,0.67
 199,0.176271,0.118214,0.047294,0.053538,Smoke,0.63
-2,0.653329,0.376178,0.078665,0.081241,ArmorVehicle,0.89
 202,0.171963,0.138687,0.043301,0.04702,Smoke,0.46
 214,0.413986,0.12009,0.050383,0.046863,Smoke,0.5
 219,0.364435,0.552301,0.028486,0.0314,ArmorVehicle,0.72
@@ -63,19 +79,3 @@ time_sec,center_x,center_y,width,height,label,confidence_min
 290,0.397077,0.010032,0.037649,0.019987,Smoke,0.29
 292,0.415613,0.011793,0.036875,0.023537,Smoke,0.37
 294,0.385953,0.009416,0.037843,0.018655,Smoke,0.39
-30,0.343423,0.763509,0.098184,0.079214,TyreTracks,0.82
-32,0.438461,0.687812,0.09794,0.07654,TyreTracks,0.85
-4,0.197519,0.416036,0.067097,0.083232,ArmorVehicle,0.83
-41,0.700711,0.590761,0.10644,0.088566,TyreTracks,0.74
-47,0.830646,0.762364,0.108269,0.091804,TyreTracks,0.37
-47,0.698529,0.00825,0.022697,0.01672,Vehicle,0.34
-49,0.349817,0.663337,0.075551,0.061795,TyreTracks,0.77
-6,0.276864,0.60931,0.060284,0.066828,ArmorVehicle,0.8
-67,0.846456,0.527966,0.03052,0.058466,Trenches,0.32
-69,0.68478,0.514788,0.025761,0.053171,Trenches,0.46
-71,0.368416,0.460942,0.030577,0.050027,Trenches,0.78
-73,0.177122,0.455578,0.031931,0.048597,Trenches,0.36
-8,0.379446,0.434878,0.071124,0.077504,ArmorVehicle,0.55
-87,0.128406,0.138269,0.040148,0.032909,Smoke,0.56
-90,0.118965,0.089119,0.037023,0.033037,Smoke,0.32
-95,0.570426,0.373717,0.031503,0.021361,Trenches,0.48
diff --git a/_docs/_autopilot_state.md b/_docs/_autopilot_state.md
index 4472f22..3071fc1 100644
--- a/_docs/_autopilot_state.md
+++ b/_docs/_autopilot_state.md
@@ -30,3 +30,13 @@ step: 14 (Deploy) — DONE (deploy_status_report.md + deploy_scripts.md updated
 ## Rollback Note
 2026-04-10: Rolled back from step 8 (New Task) to step 2 (Test Spec).
 Reason: All 9 expected result CSV files in _docs/00_problem/input_data/expected_results/ contain headers only — zero data rows. results_report.md has "?" for detection counts. Phase 1 and Phase 3 BLOCKING gates were not enforced. E2E tests cannot verify detection accuracy without ground truth data.
+
+## Recovery Note
+2026-04-23: Expected-result artifacts were populated for the active local fixture set.
+
+- Image CSVs now exist for: `image_small`, `image_large`, `image_different_types`, `image_empty_scene`
+- Video CSVs now exist for: `video_test01`, `video_1_faststart`
+- `results_report.md` was updated to match the active fixture set and populated image detection counts
+- Obsolete fixtures were removed from the active test-data set: `image_dense01`, `image_dense02`, `video_1`
+
+Implication: the original expected-results blocker recorded in the rollback note no longer reflects the current repository state for the active fixture set. Resume Step 2 / Phase 3 validation from the current artifacts rather than assuming CSV ground truth is still missing.