https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Sat, 16 May 2026 00:00:00 GMT https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive.en In 2026, the crypto market has entered the ETF era, and on-chain analytics has moved beyond raw metric tracking into a phase where AI assistants write SQL for you and warn about risks proactively. Nansen layered AI Smart Alerts on top of Wallet Labels to automate smart-money tracking; Dune Analytics shipped DuneGPT for natural-language to SQL. Glassnode and CryptoQuant remain the references for Bitcoin macro and exchange flows, while Arkham Intelligence sits at the center of controversy with its adversarial labeling and doxing bounty. Koreas Xangle and Japans CoinPost own their local markets in disclosures and news, and Chainalysis, TRM and Elliptic bridge governments and exchanges on AML. This guide covers labeling, data warehouses, market data, AML, MEV, Korean and Japanese ecosystems, AI tools and privacy debates in one read. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) englishai-cryptoonchain-analyticsnansendune-analyticsglassnodearkhamchainalysiscryptoquantmessaritoken-terminalintotheblockxangle https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive.ja 2026年、暗号資産市場はETF時代へと突入し、オンチェーン分析は単純な指標追跡を超えて、AIアシスタントがSQLを代筆し、リスクを事前に警告するフェーズに入った。NansenはWallet LabelsにAI Smart Alertsを重ねてスマートマネー追跡を自動化し、Dune AnalyticsはDuneGPTで自然言語からSQLを生成する。GlassnodeとCryptoQuantはビットコインのマクロサイクルと取引所資金フローの定番で、Arkham Intelligenceは敵対的ラベリングとdox機能で議論の中心にいる。韓国Xangleは公示・透明性で、日本のCoinPostは市場ニュースで自国市場を制している。Chainalysis・TRM・EllipticはAMLと制裁領域で政府と取引所を橋渡しする。本稿はラベリング・データウェアハウス・市場データ・AML・MEV・韓日エコシステム・AIツール・プライバシー論争までを一気通貫で整理する。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) 日本語ai-cryptoonchain-analyticsnansendune-analyticsglassnodearkhamchainalysiscryptoquantmessaritoken-terminalintotheblockxangle https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-crypto-onchain-analytics-2026-nansen-dune-glassnode-arkham-chainalysis-cryptoquant-messari-tokenterminal-intotheblock-xangle-deep-dive 2026년 크립토 시장은 ETF 시대로 진입했고, 온체인 분석은 단순 지표 추적을 넘어 AI 어시스턴트가 SQL을 대신 짜고 위험을 사전 경고하는 단계로 올라섰다. Nansen은 Wallet Labels에 AI Smart Alerts를 붙여 스마트머니 추적을 자동화했고, Dune Analytics는 DuneGPT로 자연어 → SQL을 실현했다. Glassnode와 CryptoQuant는 비트코인 사이클과 거래소 자금 흐름을 추적하며, Arkham Intelligence는 적대적 라벨링과 dox 기능으로 논란의 중심에 있다. 한국 Xangle(쟁글)은 공시·투명성에서, 일본 CoinPost는 시장 뉴스에서 자리를 굳혔다. Chainalysis·TRM·Elliptic은 AML/제재 영역에서 정부와 거래소를 잇는다. 본문은 라벨링·데이터 웨어하우스·시장 데이터·AML·MEV·한국/일본 생태계까지 한 호흡에 정리한다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-cryptoonchain-analyticsnansendune-analyticsglassnodearkhamchainalysiscryptoquantmessaritoken-terminalintotheblockxangle