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-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-ai-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive.en Researchers produce more than 4 million papers per year. Humans cannot keep up. In 2026, AI tools like Elicit, Scite, Consensus, SciSpace, Semantic Scholar, Undermind, Perplexity Pro Research, OpenAI Deep Research, and Google Gemini Deep Research automate literature review, evidence synthesis, and citation analysis. This article maps the 2026 landscape across search and discovery, reference management (Zotero, EndNote, Paperpile), academic writing (Trinka, Paperpal), plagiarism and AI detection (iThenticate, GPTZero), the arXiv ecosystem (alphaXiv, HuggingFace Papers), Korean and Japanese citation indexes (KCI, J-STAGE), and the most dangerous problem of all: AI hallucinated citations. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-researchliterature-reviewelicitsciteconsensusscispacesemantic-scholarundermindperplexitydeep-research2026deep-diveenglish https://www.youngju.dev/blog/culture/2026-05-16-ai-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-ai-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive.ja 研究者が年間に生み出す論文は400万本を超えた。人間が追いつける速度ではない。2026年には Elicit、Scite、Consensus、SciSpace、Semantic Scholar、Undermind、Perplexity Pro Research、OpenAI Deep Research、Google Gemini Deep Research といった AI ツールが文献レビュー・エビデンス統合・引用分析を自動化している。本稿は検索・発見、文献管理(Zotero、EndNote、Paperpile)、学術ライティング支援(Trinka、Paperpal)、剽窃・AI 検出(iThenticate、GPTZero)、arXiv エコシステム(alphaXiv、HuggingFace Papers)、韓国・日本の引用インデックス(KCI、J-STAGE)、そして最も危険な AI ハルシネーション引用問題まで、2026 年の科学研究ツール地形を一冊にまとめる。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-researchliterature-reviewelicitsciteconsensusscispacesemantic-scholarundermindperplexitydeep-research2026deep-dive日本語 https://www.youngju.dev/blog/culture/2026-05-16-ai-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-scientific-research-tools-2026-elicit-scite-consensus-scispace-semantic-scholar-undermind-perplexity-research-deep-dive 연구자가 매년 만들어내는 논문은 400만 편을 넘었다. 사람이 따라잡을 수 없는 속도다. 2026년에는 Elicit, Scite, Consensus, SciSpace, Semantic Scholar, Undermind, Perplexity Pro Research, OpenAI Deep Research, Google Gemini Deep Research 같은 AI 도구가 문헌 검토·증거 합성·인용 분석을 자동화한다. 이 글은 검색·발견, 문헌 관리(Zotero, EndNote, Paperpile), 학술 작문 보조(Trinka, Paperpal), 표절·AI 탐지(iThenticate, GPTZero), arXiv 생태계(alphaXiv, HuggingFace Papers), 한국·일본 인용 색인(KCI, J-STAGE) 그리고 가장 위험한 AI 환각 인용 문제까지, 2026년 과학 연구 도구 지형을 통째로 정리한다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-researchliterature-reviewelicitsciteconsensusscispacesemantic-scholarundermindperplexitydeep-research2026deep-dive