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  • 1e8466f7a8 Paper A v4.3: unify Firm A positioning to out-of-sample templated-end target paper-a-v4-big4 gbanyan 2026-06-05 02:01:26 +08:00
  • ac3372d2d2 Paper A v4.3: restructure §III baseline-first + deep trim (audit #3/#4) gbanyan 2026-06-05 01:49:09 +08:00
  • 17156516a0 §III-L.0: reword e-signature-adoption rationale as industry background (no interview citation) gbanyan 2026-06-04 21:52:05 +08:00
  • 1eb323e959 Paper A v4.2: re-anchor primary calibration to clean BCD 2013-2019 baseline gbanyan 2026-06-04 21:30:06 +08:00
  • 3c7fcc010f Paper A v4.1: BCD-baseline reframe + screening positioning + trim gbanyan 2026-06-04 19:35:10 +08:00
  • becce857e1 Phase 6 round-7 codex 3-axis review fixes: 11 MAJOR + 5 MINOR gbanyan 2026-05-16 03:11:53 +08:00
  • 3672c9343e Phase 6 round-6: soften firm-heterogeneity framing, fix DOCX table render gbanyan 2026-05-16 02:16:05 +08:00
  • 4efbb7f4b8 Phase 6 round-5 codex-review fixes: minor + nit cleanup gbanyan 2026-05-15 20:05:24 +08:00
  • bbb662acd1 Phase 6 round-4 codex-review fixes: blocker + 2 majors + minors gbanyan 2026-05-15 19:59:56 +08:00
  • 9e68f2e1d3 Phase 6 round-3 codex-review fixes: blockers + majors + minors gbanyan 2026-05-15 18:28:14 +08:00
  • b6913d2f93 Phase 6 round-2 reviewer revisions: §III-H.1 promotion + framing alignment gbanyan 2026-05-15 18:07:31 +08:00
  • 12637cd413 Phase 6 manuscript splice (2/2): §IV / §V / §VI spliced gbanyan 2026-05-14 18:43:41 +08:00
  • c79329457a Phase 6 manuscript splice (1/2): Abstract / §I / §II / §III spliced gbanyan 2026-05-14 18:35:53 +08:00
  • 8dddc3b87c Apply Phase 5 round-6 narrative-consistency patches + audit artifact gbanyan 2026-05-14 18:22:22 +08:00
  • e9357c903b Update STATE.md: Phase 5 closed; Phase 6 ready to begin gbanyan 2026-05-14 18:09:33 +08:00
  • 128a91433f Apply Phase 5 round-5 provenance patches from codex round-9 gbanyan 2026-05-14 18:02:35 +08:00
  • 5d9404d236 Add codex GPT-5.5 round-9 final Phase 5 cross-check (post round-4) gbanyan 2026-05-14 18:00:07 +08:00
  • d3ddf746f4 Apply Phase 5 round-4 fixes from Opus round-2 N1-N4 gbanyan 2026-05-14 17:49:39 +08:00
  • 6adbc4d3d7 Add Opus 4.7 Phase 5 round-2 cross-check on post-round-3 drafts gbanyan 2026-05-14 17:31:18 +08:00
  • 4a6f9c5c98 Apply Phase 5 round-3 splice-blocker fixes from codex round-8 gbanyan 2026-05-14 17:17:30 +08:00
  • 4ee2efb5bb Add codex GPT-5.5 Phase 5 round-2 cross-check on post-round-2 drafts gbanyan 2026-05-14 17:15:42 +08:00
  • b884d39544 Apply Phase 5 round-2 fixes from Opus M1-M4 + Gemini Table XV footnote gbanyan 2026-05-14 16:57:19 +08:00
  • c95c8cb01d Add Opus 4.7 max-effort Phase 5 round-1 independent peer review on v4 drafts gbanyan 2026-05-14 16:44:08 +08:00
  • e33c538162 Add Gemini 3.1 Pro Phase 5 round-1 independent peer review on v4 drafts gbanyan 2026-05-14 14:33:20 +08:00
  • 9604b273c0 Apply codex round-7 Phase 5 copy-edit fixes + refresh STATE.md gbanyan 2026-05-14 14:21:59 +08:00
  • 980295d5bd Update §IV v3.3: soften §IV-D/E framing + rename §IV-I + add §IV-M gbanyan 2026-05-13 18:18:59 +08:00
  • b33e20d479 Rewrite Phase 4 prose v3: Abstract / §I / §V / §VI to match §III v7 gbanyan 2026-05-13 18:10:04 +08:00
  • 723a3f6eaf Rewrite §III v7: anchor-based ICCR framework + composition-decomp finding gbanyan 2026-05-13 17:27:01 +08:00
  • 2f05d6f0c9 Add Script 46: alert-rate sensitivity / threshold-plateau analysis gbanyan 2026-05-13 16:46:08 +08:00
  • 4cf21a64b2 Add Scripts 44 + 45: firm-matched-pool regression + full 5-way doc FAR gbanyan 2026-05-13 14:16:30 +08:00
  • d4f370bd5e Add Scripts 39b/c/d/e + 40b + 43: anchor-based FAR diagnostics gbanyan 2026-05-13 14:08:49 +08:00
  • 6db5d635f5 Apply codex round-27 narrow fixes; Phase 4 prose v2.1 gbanyan 2026-05-13 00:15:35 +08:00
  • 918d55154a Abstract trim: 253 -> 245 words (within IEEE Access 250-word target) gbanyan 2026-05-12 23:57:01 +08:00
  • 10c82fd446 Apply codex round-26 corrections to Phase 4 prose v2 gbanyan 2026-05-12 23:50:09 +08:00
  • e36c49d2d8 Add Phase 4 prose draft v1 (Abstract + I + II + V + VI) gbanyan 2026-05-12 22:46:19 +08:00
  • 6ba128ded4 Apply codex round-25 final polish: §III v6 + §IV v3.2 gbanyan 2026-05-12 22:36:16 +08:00
  • 6d2eddb6e8 Apply codex round-24 final cleanup: §III v5 + §IV v3.1 gbanyan 2026-05-12 22:26:14 +08:00
  • ce33156238 Apply codex round-23 corrections: §IV v3 + §III v4 gbanyan 2026-05-12 17:03:33 +08:00
  • 453f1d8768 Phase 3 close-out: Script 42 + §IV draft v2 (Table XV filled) gbanyan 2026-05-12 16:45:22 +08:00
  • 165b3ab384 Add Phase 3 §IV draft v1 (Big-4 reframe + light §IV-K robustness) gbanyan 2026-05-12 16:35:37 +08:00
  • 9392f30aef Add script 41: §IV-K full-dataset robustness comparison (Light) gbanyan 2026-05-12 16:32:39 +08:00
  • c8c7656513 Apply codex round-22 corrections to §III v3 (Minor -> ready) gbanyan 2026-05-12 16:26:02 +08:00
  • 62a22ceb83 Revise §III v4.0 draft per codex round-21 review (Major Revision -> v2) gbanyan 2026-05-12 15:49:59 +08:00
  • d0bf2fe911 Update STATE.md: Phase 1 complete, Phase 2 awaiting user review gbanyan 2026-05-12 15:24:03 +08:00
  • a06e9456e6 Add Phase 2 §III-G..L methodology rewrite (v4.0 draft) gbanyan 2026-05-12 15:15:36 +08:00
  • 338737d9a1 Add script 40: pixel-identity FAR (0% across all v4 classifiers) gbanyan 2026-05-12 15:10:03 +08:00
  • 39575cef49 Add script 39: signature-level convergence (SIG_CONVERGENCE_MODERATE) gbanyan 2026-05-12 15:07:48 +08:00
  • bc36dcc2b6 Add script 38: v4.0 convergence (CONVERGENCE_STRONG, three lenses agree) gbanyan 2026-05-12 15:03:55 +08:00
  • 92f1db831a Add script 37: K=3 LOOO check (P2_PARTIAL — v4.0 is salvageable with K=3) gbanyan 2026-05-12 14:57:40 +08:00
  • ccd9f23635 Add script 36: v4.0 calibration + LOOO validation (UNSTABLE verdict) gbanyan 2026-05-12 14:54:54 +08:00
  • e429e4eed1 Bootstrap .planning/ for Paper A v4.0 milestone gbanyan 2026-05-12 14:43:34 +08:00
  • 55f9f94d9a Add scripts 34 + 35: Big-4-only calibration foundation gbanyan 2026-05-12 14:35:37 +08:00
  • 8ac09888ae Add script 33: reverse-anchor spike (PAPER_C_STRONG verdict) gbanyan 2026-05-12 12:09:36 +08:00
  • e1d81e3732 Add script 32: non-Firm-A calibration spike (verdict C with twist) gbanyan 2026-05-12 12:05:18 +08:00
  • c0ed9aa5dc Add script 27: within-auditor-year uniformity empirical check (A2 test) gbanyan 2026-05-12 11:34:17 +08:00
  • 53125d11d9 Paper A v3.20.0: partner Jimmy 2026-04-27 review + DOCX rendering overhaul yolo-signature-pipeline gbanyan 2026-05-06 13:44:49 +08:00
  • 623eb4cd4b Paper A v3.19.1: address codex partner-redpen audit residual ("upper bound" wording) gbanyan 2026-04-27 23:05:39 +08:00
  • dbe2f676bf Add Gemini partner red-pen regression audit on v3.19.0 gbanyan 2026-04-27 22:20:52 +08:00
  • 4c3bcfa288 Add Gemini 3.1 Pro round-20 independent peer review artifact gbanyan 2026-04-27 21:56:54 +08:00
  • 5e7e76cf35 Add Gemini 3.1 Pro round-19 independent peer review artifact gbanyan 2026-04-27 21:40:43 +08:00
  • af08391a68 Paper A v3.19.0: address Gemini 3.1 Pro round-19 Major Revision findings gbanyan 2026-04-27 21:40:42 +08:00
  • 1e37d344ea Add codex GPT-5.5 round-18 independent peer review artifact gbanyan 2026-04-27 20:59:07 +08:00
  • 6b64eabbfb Paper A v3.18.4: address codex GPT-5.5 round-18 self-comparing review findings gbanyan 2026-04-27 20:59:07 +08:00
  • 26b934c429 Add codex GPT-5.5 round-17 independent peer review artifact gbanyan 2026-04-27 20:45:54 +08:00
  • f1c253768a Paper A v3.18.3: address codex GPT-5.5 round-17 self-comparing review findings gbanyan 2026-04-27 20:45:54 +08:00
  • 7990dab4b5 Add codex GPT-5.5 round-16 independent peer review artifact gbanyan 2026-04-27 20:23:15 +08:00
  • 4bb7aa9189 Paper A v3.18.2: address codex GPT-5.5 round-16 Minor-Revision findings gbanyan 2026-04-27 20:23:08 +08:00
  • cb77f481ec Paper A v3.18.1: address remaining partner red-pen prose clarity items gbanyan 2026-04-27 17:48:59 +08:00
  • 16e90bab20 Paper A v3.18: remove accountant-level + replication-dominated calibration + Gemini 2.5 Pro review minor fixes gbanyan 2026-04-27 17:43:09 +08:00
  • 6ab6e19137 Paper A v3.17: correct Experimental Setup hardware description gbanyan 2026-04-25 01:27:07 +08:00
  • 0471e36fd4 Paper A v3.16: remove unsupported visual-inspection / sanity-sample claims gbanyan 2026-04-25 01:14:13 +08:00
  • 1dfbc5f000 Paper A v3.15: resolve Gemini 3.1 Pro round-15 Accept-verdict minor polish gbanyan 2026-04-25 01:01:58 +08:00
  • d3b63fc0b7 Paper A v3.14: remove A2 assumption + soften all partner-level claims gbanyan 2026-04-24 22:06:22 +08:00
  • ef0e417257 Paper A v3.13: resolve Opus 4.7 round-12 + codex gpt-5.5 round-13 findings gbanyan 2026-04-24 21:21:37 +08:00
  • 9b0b8358a2 Paper A v3.12: resolve Gemini 3.1 Pro round-11 full-paper review findings gbanyan 2026-04-24 20:10:20 +08:00
  • d2f8673a67 Paper A v3.11: reframe Section III-G unit hierarchy + propagate implications gbanyan 2026-04-24 19:52:45 +08:00
  • 615059a2c1 Paper A v3.10: resolve Opus 4.7 round-9 paper-vs-Appendix-A contradiction gbanyan 2026-04-21 15:25:04 +08:00
  • 85cfefe49f Paper A v3.9: resolve codex round-8 regressions (Table XV baseline + cross-refs) gbanyan 2026-04-21 14:59:27 +08:00
  • fcce58aff0 Paper A v3.8: resolve Gemini 3.1 Pro round-6 independent-review findings gbanyan 2026-04-21 14:47:48 +08:00
  • 552b6b80d4 Paper A v3.7: demote BD/McCrary to density-smoothness diagnostic; add Appendix A gbanyan 2026-04-21 14:32:50 +08:00
  • 6946baa096 Paper A v3.6: codex round-5 quick-wins cleanup (Minor Revision) gbanyan 2026-04-21 12:41:11 +08:00
  • 12f716ddf1 Paper A v3.5: resolve codex round-4 residual issues gbanyan 2026-04-21 12:23:03 +08:00
  • 0ff1845b22 Paper A v3.4: resolve codex round-3 major-revision blockers gbanyan 2026-04-21 11:45:24 +08:00
  • 5717d61dd4 Paper A v3.3: apply codex v3.2 peer-review fixes gbanyan 2026-04-21 02:32:17 +08:00
  • 51d15b32a5 Paper A v3.2: partner v4 feedback integration (threshold-independent benchmark validation) gbanyan 2026-04-21 01:59:49 +08:00
  • 9d19ca5a31 Paper A v3.1: apply codex peer-review fixes + add Scripts 20/21 gbanyan 2026-04-21 01:11:51 +08:00
  • 9b11f03548 Paper A v3: full rewrite for IEEE Access with three-method convergence gbanyan 2026-04-21 00:14:47 +08:00
  • 68689c9f9b Correct Firm A framing: replication-dominated, not pure gbanyan 2026-04-20 21:57:16 +08:00
  • fbfab1fa68 Add three-convergent-method threshold scripts + pixel-identity validation gbanyan 2026-04-20 21:51:41 +08:00
  • 158f63efb2 Add Paper A drafts and docx export script gbanyan 2026-04-20 21:34:31 +08:00
  • a261a22bd2 Add Deloitte distribution & independent dHash analysis scripts gbanyan 2026-04-20 21:34:24 +08:00
  • 939a348da4 Add Paper A (IEEE TAI) complete draft with Firm A-calibrated dual-method classification gbanyan 2026-04-06 23:05:33 +08:00
  • 21df0ff387 Complete PP-OCRv5 research and v4 vs v5 comparison pp-ocrv5-research gbanyan 2025-11-27 11:21:55 +08:00
  • 8f231da3bc Complete OpenCV Method 3 implementation with 86.5% handwriting retention gbanyan 2025-11-27 10:35:46 +08:00
  • 479d4e0019 Add PaddleOCR masking and region detection pipeline gbanyan 2025-10-28 22:28:18 +08:00
  • 52612e14ba Add hybrid signature extraction with name-based verification master v1.0-hybrid-70percent gbanyan 2025-10-26 23:39:52 +08:00