wip: phase_z2 evidence 파이프라인 + matching 실험(phase2~26) + 프론트 trace 패널 진행분 스냅샷
- src: phase_z2 composition/mapper/pipeline/placement_planner/retry, ai_fallback(prompts/schema/validate), mdx_text_atoms 신규 - Front: PipelineTracePanel 신규, FramePanel/SlideCanvas/Home/designAgentApi 등 갱신 + 테스트 4종 추가 - templates/phase_z2: catalog(component_expansion_registry, node_slot_mapping 신규), frames, families, slide_base 갱신 - tests/matching: phase2~26 매칭 실험 스크립트·리포트·온톨로지 전체 (미커밋 진행분) - tests: b4_v4 evidence, task5~28.5 시리즈, regression(imp95 baseline) 등 신규 테스트 대량 추가 - docs/reference: MDX 구조 인벤토리, MDX→Frame 구조 계약 문서 - scripts: mdx 계약/parity/coverage/viewport 체크, gitea comment, run sync 유틸 - .gitignore: tmp*.json, chromedriver, .orchestrator, *.pkl, Front_test* 등 임시/스냅샷 제외 미완성 작업의 보존용 스냅샷 커밋 (2026-07-02) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Claude Opus 4.8
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<title>Phase 8 — Distinctive-Kiwi 전처리 강화</title>
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</head>
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<body>
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<h1>Phase 8 — Distinctive-Kiwi 키워드 전처리 강화</h1>
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<p><strong>아이디어</strong>: Kiwi 형태소 분석 + 32개 Figma 중 >50% 프레임에 등장하는 공통어 제거 + 각 Figma의 고유 키워드만 IDF 가중 매칭.</p>
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<h3>전체 corpus에서 공통어로 제거된 단어 (9개)</h3>
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<blockquote>
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<p>Frame, IDF, TF, 기술, 매칭, 추출, 타이틀, 텍스트, 프레임</p>
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</blockquote>
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<h3>전략별 1순위 정답률</h3>
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<table>
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<thead>
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<tr>
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<th>전략</th>
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<th>MDX1 팝업(18)</th>
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<th>MDX2 2.2(14)</th>
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<th>MDX03-1(13)</th>
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<th>MDX03-2(29)</th>
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<th>합계</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Kiwi+BM25 단독</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗(15)</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi 단독</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗(15)</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi → Cross rerank</td>
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<td>✗(24)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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<tr>
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<td>BM25 → Cross rerank (Phase 7)</td>
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<td>✗(24)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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</tbody>
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</table>
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<hr />
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<h2>유닛별 전략 Top-3 상세</h2>
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<h3>1. (MDX 1) 팝업 — DX와 BIM의 구분 — 정답 Frame <strong>18</strong></h3>
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<table>
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<thead>
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<tr>
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<th>전략</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Kiwi+BM25 단독</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi 단독</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi → Cross rerank</td>
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<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong><br>Engn. S/W의 구성 과…</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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</tr>
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<tr>
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<td>BM25 → Cross rerank (Phase 7)</td>
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<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong><br>Engn. S/W의 구성 과…</td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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</tr>
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</tbody>
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</table>
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<h3>2. (MDX 2) 2.2 DX 시행 주체별 기대효과 — 정답 Frame <strong>14</strong></h3>
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<table>
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<th>전략</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Kiwi+BM25 단독</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi 단독</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong><br></td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi → Cross rerank</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong><br>산업별 특성 과 발전방향</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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</tr>
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<tr>
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<td>BM25 → Cross rerank (Phase 7)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong><br>효율적인 정보의 관리와 활용</td>
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</tr>
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</tbody>
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</table>
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<h3>3. (MDX 03) 1. DX 시행을 위한 필수요건 — 정답 Frame <strong>13</strong></h3>
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<table>
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<thead>
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<tr>
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<th>전략</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Kiwi+BM25 단독</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi 단독</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi → Cross rerank</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>BM25 → Cross rerank (Phase 7)</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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</tr>
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</tbody>
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</table>
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<h3>4. (MDX 03) 2. Process 혁신과 Product 변화 — 정답 Frame <strong>29</strong></h3>
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<table>
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<thead>
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<tr>
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<th>전략</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Kiwi+BM25 단독</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong><br></td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi 단독</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong><br></td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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</tr>
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<tr>
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<td>Distinctive-Kiwi → Cross rerank</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong><br></td>
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</tr>
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<tr>
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<td>BM25 → Cross rerank (Phase 7)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong><br></td>
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</tr>
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</tbody>
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</table>
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</body>
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</html>
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