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-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-ai-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive.en As of spring 2026, every major internet platform sits on top of AI content-moderation infrastructure. The EU Digital Services Act went fully into force in 2024, so VLOPs (Very Large Online Platforms) must file quarterly transparency reports; the UK Online Safety Act gave Ofcom hard enforcement power on child-safety obligations; Korea is layering the Telecommunications Business Act with KOCSC; Japan amended PCMA in 2024. This piece walks through the infrastructure underneath: Hive AI multimodal moderation, Google Perspective API toxicity scoring, Microsoft Azure AI Content Safety, OpenAI Moderation API, Anthropic Constitutional Classifiers, Cinder/Cove workflow platforms, NCMEC · GIFCT · Tech Coalition hash sharing, PhotoDNA/PDQ CSAM matching, Reality Defender/Sensity deepfake detection, Llama Guard 3/Lakera Guard/NeMo Guardrails for LLM safety. Korea KOCSC and Kakao/Naver, Japan Yahoo!Japan and LINE, US Meta/Google/Discord, and the ActiveFence/Spectrum Labs middle layer in between — the 2026 T&S map in one shot. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) englishcontent-moderationtrust-safetyhive-aiperspective-apimicrosoft-content-safetyspectrum-labscindersiftactivefence https://www.youngju.dev/blog/culture/2026-05-16-ai-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-ai-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive.ja 2026年春、インターネットの主要プラットフォームはすべてAIコンテンツモデレーション基盤の上に立っている。EU DSA(Digital Services Act)は2024年に全面施行され、VLOP(Very Large Online Platforms)は四半期ごとに透明性レポートを提出する義務を負う。英国Online Safety ActはOfcomに強い執行権限を与え、児童保護に関する積極的義務を敷いた。韓国は電気通信事業法とKOCSC、日本はプロバイダ責任制限法(PCMA)の2024年改正でこの流れに加わった。本稿はその基盤を一望する — Hive AIのマルチモーダルモデレーション、Google Perspective APIのトキシシティ・スコアリング、Microsoft Azure AI Content Safety、OpenAI Moderation API、Anthropic Constitutional Classifiers、Cinder/Coveのワークフロー、NCMEC・GIFCT・Tech Coalitionによるハッシュ共有、PhotoDNA・PDQのCSAMマッチング、Reality Defender・Sensityのディープフェイク検出、Llama Guard 3・Lakera Guard・NeMo GuardrailsのLLM安全層まで。韓国KOCSCとカカオ/ネイバー、日本のYahoo!JapanとLINE、米国Meta/Google/Discord、そしてActiveFenceとSpectrum Labsの中間層 — 2026年のT&S地図を一枚に。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) 日本語content-moderationtrust-safetyhive-aiperspective-apimicrosoft-content-safetyspectrum-labscindersiftactivefence https://www.youngju.dev/blog/culture/2026-05-16-ai-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-content-moderation-trust-safety-2026-hive-perspective-api-microsoft-content-safety-spectrum-labs-cinder-deep-dive 2026년 봄 현재 인터넷의 모든 큰 플랫폼은 콘텐츠 모더레이션 AI 위에 서 있다. EU의 DSA(Digital Services Act)가 2024년 본격 시행되면서 VLOP(Very Large Online Platforms)는 분기마다 트랜스페어런시 리포트를 제출해야 하고, 영국 Ofcom의 Online Safety Act는 아동 안전에 대한 actionable obligation을 깔았다. 한국은 전기통신사업법과 KOCSC, 일본은 PCMA(Platform Carrier Mandatory Act)로 이어진다. 이 글은 그 인프라 — Hive AI의 멀티모달 모더레이션, Google Perspective API의 톡시시티 스코어링, Microsoft Azure AI Content Safety, OpenAI Moderation API, Anthropic Constitutional Classifiers, Cinder/Cove의 워크플로 플랫폼, NCMEC·GIFCT·Tech Coalition의 해시 공유, PhotoDNA·PDQ의 CSAM 매칭, Reality Defender·Sensity의 딥페이크 탐지, Llama Guard 3·Lakera Guard·NeMo Guardrails의 LLM 안전 — 을 한 호흡으로 정리한다. 한국의 KOCSC와 카카오/네이버, 일본의 Yahoo!Japan과 LINE, 미국의 Meta/Google/Discord, 그리고 그 사이의 ActiveFence와 Spectrum Labs까지, 2026년의 T&S 지도를 한 장에. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) content-moderationtrust-safetyhive-aiperspective-apimicrosoft-content-safetyspectrum-labscindersiftactivefence