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llms.txt ADDED
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+ # K-AI Community Hub & TeXray
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+ > Home of AETHER Pre-AGI Architecture, FINAL Bench, VIDraft, and TeXray AI Services
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+
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+ ## 한국어 / Korean
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+
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+ ### 소개 / About
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+
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+ K-AI Community는 한국의 최고 AI 연구 커뮤니티입니다. VIDraft의 팀이 운영하며, 1,500개 이상의 AI 모델과 월 200만+ 활성 사용자를 보유합니다.
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+
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+ TeXray는 한글 최고 수준의 AI 판별기입니다:
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+ - 가격: 완전 무료 (vs 카피킬러 9,900원/건)
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+ - 정확도: 100% 일관성 (vs 경쟁사 불안정)
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+ - 한글: 형태소 기반 전문 분석
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+ - 기능: AI 탐지 + 표절 검사 + 모델 추정
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+
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+ ### AETHER Pre-AGI 아키텍처
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+
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+ 5가지 핵심 기둥으로 이루어진 Pre-AGI 프레임워크:
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+
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+ 1. **창발성 엔진 (Emergence Engine)**: 5×5 마방진 구조를 통한 에이전트 상호작용으로 고차 지능 창발
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+ 2. **메타인지 (Meta-Cognition/TICOS)**: 8가지 메타인지 프레임워크 - 불확실성 인식, 한계 인정, 오류 감지, 자기 수정, 증거 검증, 일관성 유지, 신뢰도 교정, 선택적 기권
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+ 3. **자가진화 학습 (SLAI)**: 외부 데이터 없이 영구적 학습, Darwin 플랫폼을 통해 1/1,000 비용으로 30% 성능 개선
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+ 4. **집단 지능 (Swarm Intelligence/SOMA/MOUSE)**: 감시자-운영자-관리자-분석가 다중 에이전트 협업
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+ 5. **상생과 상극 (Synergy & Antagonism)**: 협력과 검증의 이중 메커니즘으로 환각 억제
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+
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+ ### TeXray: 4가지 강력한 기능
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+
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+ 1. **서비스 비교**: 카피킬러, GPTZero, Turnitin 등과의 명확한 비교
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+ 2. **생성 AI 여부 판별**: 8축 앙상블 + AI 모델 추정 + LLM 3중 교차검증
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+ 3. **구간별 분석**: 문장별 색상 표시 (5단계)
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+ 4. **표절 검사**: Brave Search 병렬(20개 키워드) + 학술DB(KCI/RISS/arXiv) + Google Search
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+
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+ ### FINAL Bench: AGI 수준 검증 벤치마크
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+
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+ - 정식명: Frontier Intelligence Nexus for AGI-Level Verification
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+ - 세계 최초 메타인지 AI 벤치마크
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+ - 규모: 100개 과제 × 15개 도메인 × 8가지 TICOS 유형 × 3가지 난이도 수준
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+ - 평가: 9개 최고 성능 모델, 총 1,800회 평가
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+ - 주요 발견: MA-ER Gap = 0.392, ER Floor Effect 79.6%, 자기 수정 기여도 114.7%
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+ - 순위: HuggingFace 데이터셋 글로벌 5위, Space of the Week
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+
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+ ### VIDraft 성과
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+
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+ - HuggingFace Heatmap 리더보드: 세계 4위
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+ - STAR AI TOP 12 (2024): HuggingFace HQ 선정 유일 한국 회사
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+ - 1,500개 이상의 공개 AI 모델/서비스
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+ - 월 200만+ 활성 사용자, 누적 3,000만+ 방문자
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+ - 서울 AI Hub 입주 기업
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+ - NIPA H200 GPU×8 선정
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+ - NH Bank Open Innovation 선정
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+
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+ ### 기술 포트폴리오 (8가지)
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+
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+ 1. 5×5 마방진 창발 구조
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+ 2. TICOS 메타인지 분류체계
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+ 3. SLAI 자기진화 영구학습
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+ 4. SOMA 다중 에이전트 협업
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+ 5. MOUSE 집단지능 재구성
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+ 6. 상생-상극 방법론
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+ 7. 창발성 엔진 독립강화
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+ 8. 범용 AGI 프레임워크
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+
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+ ---
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+
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+ ## English / 영어
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+
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+ ### About
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+
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+ K-AI Community is Korea's leading AI research community, developed by the VIDraft team, operating 1,500+ AI models with 2M+ monthly active users.
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+
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+ TeXray is Korea's most accurate AI text detector:
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+ - Price: Completely free (vs Copykiller 9,900 KRW per check)
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+ - Accuracy: 100% consistent (vs unstable competitors)
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+ - Korean: Morpheme-based specialized analysis
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+ - Features: AI detection + plagiarism check + model estimation
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+
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+ ### AETHER Pre-AGI Architecture
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+
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+ 5-pillar Pre-AGI framework:
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+
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+ 1. **Emergence Engine**: Higher-order intelligence from agent interactions via 5×5 Magic Square structure
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+ 2. **Meta-Cognition (TICOS)**: 8-type metacognitive framework — Uncertainty Recognition, Limitation Acknowledgment, Error Detection, Self-Correction, Evidence Verification, Consistency Maintenance, Confidence Calibration, Selective Abstention
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+ 3. **SLAI (Self-Learning AI)**: Perpetual learning without external data, 30% performance improvement at 1/1,000th cost via Darwin platform
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+ 4. **Swarm Intelligence (SOMA/MOUSE)**: Supervisor-Operator-Manager-Analyst multi-agent collaboration
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+ 5. **Synergy & Antagonism**: Dual cooperation-check mechanism for hallucination suppression
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+
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+ ### TeXray: 4 Powerful Features
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+
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+ 1. **Service Comparison**: Clear comparison with Copykiller, GPTZero, Turnitin, etc.
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+ 2. **AI Generation Detection**: 8-axis ensemble + AI model estimation + LLM triple cross-verification
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+ 3. **Segment-by-Segment Analysis**: Color-coded sentence-level visualization (5 levels)
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+ 4. **Plagiarism Detection**: Brave Search parallel (20 keywords) + Academic DB (KCI/RISS/arXiv) + Google Search
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+
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+ ### FINAL Bench: AGI-Level Verification Benchmark
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+
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+ - Full name: Frontier Intelligence Nexus for AGI-Level Verification
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+ - World's first metacognitive AI benchmark
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+ - Scale: 100 tasks × 15 domains × 8 TICOS types × 3 difficulty levels
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+ - Evaluation: 9 SOTA models, 1,800 total evaluations
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+ - Key findings: MA-ER Gap = 0.392, ER Floor Effect 79.6%, Self-Correction Contribution 114.7%
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+ - Rankings: HuggingFace Dataset Global #5, Space of the Week
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+
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+ ### VIDraft Achievements
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+
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+ - HuggingFace Heatmap Leaderboard: World #4
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+ - STAR AI TOP 12 (2024): Only Korean company selected by HuggingFace HQ
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+ - 1,500+ public AI models and services
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+ - 2M+ monthly active users, 30M+ cumulative visitors
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+ - Seoul AI Hub resident company
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+ - NIPA H200 GPU×8 selected
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+ - NH Bank Open Innovation selected
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+
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+ ### Tech Portfolio (8 Items)
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+
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+ 1. 5×5 Magic Square Emergence Structure
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+ 2. TICOS Metacognitive Taxonomy
117
+ 3. SLAI Self-Evolving Perpetual Learning
118
+ 4. SOMA Multi-Agent Collaboration
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+ 5. MOUSE Swarm Intelligence Reconfiguration
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+ 6. Synergy-Antagonism Method
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+ 7. Emergence Engine Standalone Enhancement
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+ 8. Universal AGI Framework
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+
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+ ---
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+
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+ ## 링크 / Links
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+
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+ ### TeXray (한글 AI 판별기)
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+ - Website: https://texray.net
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+ - GitHub: https://github.com/your-org/texray
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+ - Contact: texray@example.com
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+
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+ ### K-AI Community Hub
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+ - Website: https://k-ai.community
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+ - Discord: https://discord.gg/ntUu6QAAvu
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+ - GitHub: https://github.com/final-bench/leaderboard
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+
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+ ### FINAL Bench
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+ - Leaderboard: https://huggingface.co/spaces/FINAL-Bench/Leaderboard
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+ - Dataset: https://huggingface.co/datasets/FINAL-Bench/FINAL-Bench
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+ - Paper (SSRN): https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6280258
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+ - Blog: https://huggingface.co/blog/FINAL-Bench
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+
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+ ### VIDraft
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+ - Website: https://vidraft.net
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+ - HumanGen.AI: https://www.humangen.ai
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+ - HuggingFace: https://huggingface.co/vidraft
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+
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+ ---
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+
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+ ## 연락처 / Contact
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+
153
+ **Ginigen AI & K-AI Community**
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+ - CEO: Choi Sunyoung (최선영)
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+ - Location: Gangnam, Seoul, Korea
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+ - Email: contact@ginigen.ai
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+ - Website: https://ginigen.ai
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+
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+ **Follow Us**
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+ - Twitter/X: @giniginai
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+ - LinkedIn: linkedin.com/company/ginigen-ai
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+ - Discord: https://discord.gg/ntUu6QAAvu
robots.txt ADDED
@@ -0,0 +1,161 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Ginigen AI & K-AI Community - Global Robots.txt
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+ # Used by: TeXray, VIDraft, FINAL Bench, AETHER, and all future projects
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+ # Last Updated: 2026.03.01
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+
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+ # Default rules for all bots
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+ User-agent: *
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+ Allow: /
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+ Allow: /llms.txt
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+ Disallow: /admin/
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+ Disallow: /private/
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+ Disallow: /temp/
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+ Disallow: /.git/
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+ Disallow: /.env
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+ Crawl-delay: 1
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+
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+ # Sitemap declaration
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+ Sitemap: https://example.com/sitemap.xml
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+ Sitemap: https://example.com/sitemap-projects.xml
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+
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+ # ============================================
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+ # AI Crawlers - Actively Welcome
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+ # ============================================
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+
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+ # OpenAI (ChatGPT, GPT-4, etc.)
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+ User-agent: GPTBot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: OpenAI GPT training crawler
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+
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+ # OpenAI ChatGPT Mobile App
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+ User-agent: ChatGPT-User
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+ Allow: /
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+ Crawl-delay: 0
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+ Comment: ChatGPT mobile app crawler
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+
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+ # Google Extensions & AI Overviews
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+ User-agent: Google-Extended
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Google AI Overview / SGE crawler
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+
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+ # Anthropic (Claude)
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+ User-agent: Anthropic-ai
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Anthropic Claude training crawler
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+
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+ User-agent: ClaudeBot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Claude AI assistant
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+
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+ # Perplexity AI
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+ User-agent: PerplexityBot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Perplexity AI search
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+
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+ # Apple Intelligence
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+ User-agent: Applebot-Extended
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Apple AI training
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+
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+ # Cohere
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+ User-agent: cohere-ai
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Cohere AI training
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+
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+ # Meta (LLaMA training)
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+ User-agent: facebookexternalhit
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Meta AI training
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+
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+ # Mistral AI
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+ User-agent: MistralBot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Mistral AI training
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+
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+ # Hugging Face (Hub & Model Training)
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+ User-agent: HuggingFaceBot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: HuggingFace model discovery
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+
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+ # ============================================
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+ # Search Engines
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+ # ============================================
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+
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+ # Google
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+ User-agent: Googlebot
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+ Allow: /
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+ Allow: /llms.txt
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+ Crawl-delay: 0
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+ Comment: Google Search indexing
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+
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+ # Bing
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+ User-agent: Bingbot
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+ Allow: /
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+ Crawl-delay: 1
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+ Comment: Bing Search indexing
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+
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+ # DuckDuckGo
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+ User-agent: DuckDuckBot
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+ Allow: /
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+ Crawl-delay: 1
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+ Comment: DuckDuckGo Search indexing
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+
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+ # ============================================
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+ # Blocked / Rate-Limited Bots
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+ # ============================================
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+
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+ # Aggressive/spam bots
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+ User-agent: AhrefsBot
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+ User-agent: SemrushBot
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+ User-agent: DotBot
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+ User-agent: MJ12bot
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+ Disallow: /
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+ Comment: Blocked: Aggressive crawlers
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+
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+ # Bad actors
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+ User-agent: BadBot
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+ User-agent: SpoofBot
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+ Disallow: /
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+ Comment: Blocked: Known malicious crawlers
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+
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+ # ============================================
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+ # Analytics & Monitoring (Special Rules)
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+ # ============================================
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+
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+ # HuggingFace Analytics
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+ User-agent: HFAnalytics
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+ Allow: /
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+ Crawl-delay: 0
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+
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+ # Custom monitoring
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+ User-agent: GiniginAI-Monitor
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+ Allow: /
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+ Crawl-delay: 0
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+
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+ # ============================================
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+ # Notes for Future Implementation
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+ # ============================================
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+ # 1. Replace "https://example.com" with actual domain
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+ # 2. Add project-specific sitemaps as needed
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+ # 3. Maintain AI crawler allowlist for optimal discoverability
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+ # 4. Keep crawl-delay at 0 for important AI crawlers
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+ # 5. Review and update quarterly as new AI services emerge
sitemap.xml ADDED
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+ <?xml version="1.0" encoding="UTF-8"?>
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+ <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
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+ xmlns:image="http://www.google.com/schemas/sitemap-image/1.1"
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+ xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
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+
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+ <!-- ============================================ -->
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+ <!-- MAIN DOMAIN PAGES -->
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+ <!-- ============================================ -->
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+
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+ <!-- Homepage -->
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+ <url>
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+ <loc>https://example.com/</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>daily</changefreq>
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+ <priority>1.0</priority>
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+ </url>
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+
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+ <!-- About -->
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+ <url>
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+ <loc>https://example.com/about</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <!-- Blog/News Hub -->
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+ <url>
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+ <loc>https://example.com/blog</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>daily</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <!-- Products/Services Overview -->
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+ <url>
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+ <loc>https://example.com/products</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <!-- Contact -->
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+ <url>
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+ <loc>https://example.com/contact</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.7</priority>
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+ </url>
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+
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+ <!-- Privacy Policy -->
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+ <url>
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+ <loc>https://example.com/privacy</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>yearly</changefreq>
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+ <priority>0.5</priority>
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+ </url>
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+
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+ <!-- Terms of Service -->
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+ <url>
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+ <loc>https://example.com/terms</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>yearly</changefreq>
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+ <priority>0.5</priority>
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+ </url>
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+
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+ <!-- ============================================ -->
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+ <!-- PROJECT PAGES: TeXray (AI Text Detector) -->
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+ <!-- ============================================ -->
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+
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+ <url>
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+ <loc>https://example.com/texray</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>daily</changefreq>
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+ <priority>1.0</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/features</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/pricing</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/comparison</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/blog/ai-detection-korean</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/blog/copykiller-waste</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/faq</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.7</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/texray/docs</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.7</priority>
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+ </url>
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+
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+ <!-- ============================================ -->
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+ <!-- PROJECT PAGES: VIDraft (Video AI Platform) -->
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+ <!-- ============================================ -->
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+
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+ <url>
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+ <loc>https://example.com/vidraft</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>daily</changefreq>
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+ <priority>0.95</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/vidraft/features</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.85</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/vidraft/models</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.85</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/vidraft/dashboard</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
158
+ <!-- ============================================ -->
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+ <!-- PROJECT PAGES: FINAL Bench (AGI Benchmark) -->
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+ <!-- ============================================ -->
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+
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+ <url>
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+ <loc>https://example.com/final-bench</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>weekly</changefreq>
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+ <priority>0.9</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/final-bench/leaderboard</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>daily</changefreq>
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+ <priority>0.95</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/final-bench/methodology</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/final-bench/paper</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>yearly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/final-bench/ticos</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.7</priority>
195
+ </url>
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+
197
+ <!-- ============================================ -->
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+ <!-- PROJECT PAGES: AETHER Pre-AGI Architecture -->
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+ <!-- ============================================ -->
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+
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+ <url>
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+ <loc>https://example.com/aether</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/aether/architecture</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.8</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/aether/emergence-engine</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.7</priority>
220
+ </url>
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+
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+ <url>
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+ <loc>https://example.com/aether/slai</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
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+ <priority>0.7</priority>
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+ </url>
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+
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+ <url>
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+ <loc>https://example.com/aether/soma</loc>
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+ <lastmod>2026-03-01</lastmod>
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+ <changefreq>monthly</changefreq>
233
+ <priority>0.7</priority>
234
+ </url>
235
+
236
+ <!-- ============================================ -->
237
+ <!-- K-AI COMMUNITY -->
238
+ <!-- ============================================ -->
239
+
240
+ <url>
241
+ <loc>https://example.com/k-ai-community</loc>
242
+ <lastmod>2026-03-01</lastmod>
243
+ <changefreq>weekly</changefreq>
244
+ <priority>0.85</priority>
245
+ </url>
246
+
247
+ <url>
248
+ <loc>https://example.com/k-ai-community/research</loc>
249
+ <lastmod>2026-03-01</lastmod>
250
+ <changefreq>weekly</changefreq>
251
+ <priority>0.8</priority>
252
+ </url>
253
+
254
+ <url>
255
+ <loc>https://example.com/k-ai-community/publications</loc>
256
+ <lastmod>2026-03-01</lastmod>
257
+ <changefreq>monthly</changefreq>
258
+ <priority>0.8</priority>
259
+ </url>
260
+
261
+ <!-- ============================================ -->
262
+ <!-- RESOURCE PAGES -->
263
+ <!-- ============================================ -->
264
+
265
+ <!-- Documentation Hub -->
266
+ <url>
267
+ <loc>https://example.com/docs</loc>
268
+ <lastmod>2026-03-01</lastmod>
269
+ <changefreq>weekly</changefreq>
270
+ <priority>0.8</priority>
271
+ </url>
272
+
273
+ <!-- API Documentation -->
274
+ <url>
275
+ <loc>https://example.com/docs/api</loc>
276
+ <lastmod>2026-03-01</lastmod>
277
+ <changefreq>weekly</changefreq>
278
+ <priority>0.8</priority>
279
+ </url>
280
+
281
+ <!-- Guides -->
282
+ <url>
283
+ <loc>https://example.com/guides</loc>
284
+ <lastmod>2026-03-01</lastmod>
285
+ <changefreq>weekly</changefreq>
286
+ <priority>0.7</priority>
287
+ </url>
288
+
289
+ <!-- Case Studies -->
290
+ <url>
291
+ <loc>https://example.com/case-studies</loc>
292
+ <lastmod>2026-03-01</lastmod>
293
+ <changefreq>monthly</changefreq>
294
+ <priority>0.7</priority>
295
+ </url>
296
+
297
+ <!-- ============================================ -->
298
+ <!-- BLOG POSTS (Example Structure) -->
299
+ <!-- Note: Dynamically generate these based on -->
300
+ <!-- actual blog posts in your system -->
301
+ <!-- ============================================ -->
302
+
303
+ <!-- Blog Index -->
304
+ <url>
305
+ <loc>https://example.com/blog/all</loc>
306
+ <lastmod>2026-03-01</lastmod>
307
+ <changefreq>daily</changefreq>
308
+ <priority>0.8</priority>
309
+ </url>
310
+
311
+ <!-- Blog Categories -->
312
+ <url>
313
+ <loc>https://example.com/blog/ai-detection</loc>
314
+ <lastmod>2026-03-01</lastmod>
315
+ <changefreq>weekly</changefreq>
316
+ <priority>0.7</priority>
317
+ </url>
318
+
319
+ <url>
320
+ <loc>https://example.com/blog/research</loc>
321
+ <lastmod>2026-03-01</lastmod>
322
+ <changefreq>weekly</changefreq>
323
+ <priority>0.7</priority>
324
+ </url>
325
+
326
+ <url>
327
+ <loc>https://example.com/blog/product-updates</loc>
328
+ <lastmod>2026-03-01</lastmod>
329
+ <changefreq>weekly</changefreq>
330
+ <priority>0.7</priority>
331
+ </url>
332
+
333
+ <url>
334
+ <loc>https://example.com/blog/technology</loc>
335
+ <lastmod>2026-03-01</lastmod>
336
+ <changefreq>weekly</changefreq>
337
+ <priority>0.7</priority>
338
+ </url>
339
+
340
+ <!-- ============================================ -->
341
+ <!-- REFERENCE SITEMAPS (for large projects) -->
342
+ <!-- ============================================ -->
343
+ <!--
344
+ If you have very large datasets or many pages,
345
+ consider breaking into sub-sitemaps:
346
+
347
+ sitemap: https://example.com/sitemap-blog.xml
348
+ sitemap: https://example.com/sitemap-huggingface.xml
349
+ sitemap: https://example.com/sitemap-api-docs.xml
350
+ -->
351
+
352
+ </urlset>