{"content_id":"flazlbamrl","slug":"why-most-ai-inference-will-remain-in-data-centers","images":[{"id":932,"url":"https://injoys.com/rails/active_storage/blobs/proxy/eyJfcmFpbHMiOnsiZGF0YSI6MTI2NTAsInB1ciI6ImJsb2JfaWQifX0=--34abeef97dfe63b15e2b649c2c6ae8c564924b28/ai-0fdb0281.webp","is_representative":true,"generation_method":"ai_photo","license":"ai_generated","mime_type":"image/webp","translations":{"ko":{"alt":"서버 랙 앞에서 소형 장비에 케이블을 연결하는 데이터센터 기술자","caption":"기술자가 데이터센터 서버 옆에서 네트워크 장비와 모니터링 노트북을 점검하고 있다.","description":null},"en":{"alt":"Data center technician connecting a cable to a compact device beside server racks","caption":"A technician checks network hardware and a monitoring laptop beside data center servers.","description":null},"ja":{"alt":"サーバーラックの前で小型機器にケーブルを接続するデータセンター技術者","caption":"技術者がデータセンターのサーバー脇でネットワーク機器と監視用ノートPCを点検している。","description":null},"es":{"alt":"Técnico de centro de datos conectando un cable a un equipo compacto junto a servidores","caption":"Un técnico revisa el equipo de red y un portátil de monitoreo junto a los servidores.","description":null},"id":{"alt":"Teknisi pusat data menghubungkan kabel ke perangkat ringkas di depan rak server","caption":"Teknisi memeriksa perangkat jaringan dan laptop pemantau di samping server pusat data.","description":null},"pt":{"alt":"Técnico de data center conectando um cabo a um equipamento compacto junto aos servidores","caption":"Um técnico verifica o equipamento de rede e um notebook de monitoramento ao lado dos servidores.","description":null},"zh-hant":{"alt":"資料中心技術人員在伺服器機櫃前為小型設備連接纜線","caption":"技術人員在資料中心伺服器旁檢查網路設備與監控筆電。","description":null},"de":{"alt":"Rechenzentrumstechniker verbindet vor Serverracks ein Kabel mit einem kompakten Gerät","caption":"Ein Techniker prüft neben den Servern Netzwerkhardware und einen Monitoring-Laptop.","description":null}}},{"id":933,"url":"https://injoys.com/rails/active_storage/blobs/proxy/eyJfcmFpbHMiOnsiZGF0YSI6MTI2NTYsInB1ciI6ImJsb2JfaWQifX0=--4b642e72ce104856aa40ed5bc224e337cf7877c2/ai-70dfbb70.webp","is_representative":false,"generation_method":"ai_image","license":"ai_generated","mime_type":"image/webp","translations":{"ko":{"alt":"노트북과 스마트폰의 로컬 AI가 서버, GPU, 데이터센터와 연결된 구조를 비교한 도식","caption":"로컬 기기와 대규모 데이터센터 추론 인프라의 연결과 자원 차이를 보여준다.","description":null},"en":{"alt":"Diagram comparing local AI on a laptop and phone with servers, GPUs, and data center infrastructure","caption":"The graphic contrasts connected local devices with large-scale data center inference resources.","description":null},"ja":{"alt":"ノートPCとスマートフォンのローカルAIをサーバー、GPU、データセンターと比較した図","caption":"ローカル端末と大規模なデータセンター推論基盤の接続や資源の違いを示している。","description":null},"es":{"alt":"Diagrama que compara IA local en portátil y móvil con servidores, GPU e infraestructura de centro de datos","caption":"El gráfico contrasta los dispositivos locales conectados con los recursos de inferencia de un centro de datos.","description":null},"id":{"alt":"Diagram perbandingan AI lokal di laptop dan ponsel dengan server, GPU, dan infrastruktur pusat data","caption":"Grafik ini membandingkan perangkat lokal terhubung dengan sumber daya inferensi pusat data berskala besar.","description":null},"pt":{"alt":"Diagrama compara IA local em notebook e celular com servidores, GPUs e infraestrutura de data center","caption":"O gráfico contrasta dispositivos locais conectados com recursos de inferência de data center em grande escala.","description":null},"zh-hant":{"alt":"比較筆電與手機本地 AI 和伺服器、GPU及資料中心基礎設施的示意圖","caption":"圖中對比連網的本地裝置與大規模資料中心推論資源。","description":null},"de":{"alt":"Schaubild vergleicht lokale KI auf Laptop und Smartphone mit Servern, GPUs und Rechenzentrum","caption":"Die Grafik stellt vernetzte lokale Geräte den umfangreichen Inferenzressourcen eines Rechenzentrums gegenüber.","description":null}}},{"id":934,"url":"https://injoys.com/rails/active_storage/blobs/proxy/eyJfcmFpbHMiOnsiZGF0YSI6MTI2NjIsInB1ciI6ImJsb2JfaWQifX0=--06afa7fb898ff02a3af04fc91d6a61ac93ae912b/ai-025f76e3.webp","is_representative":false,"generation_method":"ai_infographic","license":"ai_generated","mime_type":"image/webp","visible_locales":["ko"],"translations":{"ko":{"alt":"로컬 AI와 데이터센터 추론을 개념, 성능, 비용, 작업 유형, 하이브리드 방식으로 비교한 인포그래픽","caption":"짧고 민감한 작업은 로컬에서, 복잡하고 긴 작업은 데이터센터에서 처리하는 구성을 설명한다.","description":null},"en":{"alt":"Infographic comparing local AI and data center inference by concept, performance, cost, tasks, and hybrid use","caption":"It shows local AI handling short, sensitive tasks while data centers handle longer, more complex work.","description":null},"ja":{"alt":"ローカルAIとデータセンター推論を概念、性能、コスト、用途、ハイブリッド構成で比較した図","caption":"短く機密性の高い処理はローカル、複雑で長い処理はデータセンターが担う構成を示している。","description":null},"es":{"alt":"Infografía que compara la IA local y la inferencia en centros de datos por rendimiento, coste y tareas","caption":"Muestra tareas breves y sensibles en local, y trabajos largos y complejos en centros de datos.","description":null},"id":{"alt":"Infografik perbandingan AI lokal dan inferensi pusat data dari sisi kinerja, biaya, tugas, dan hibrida","caption":"Tugas singkat dan sensitif diproses secara lokal, sedangkan tugas rumit dan panjang ditangani pusat data.","description":null},"pt":{"alt":"Infográfico compara IA local e inferência em data centers por desempenho, custo, tarefas e uso híbrido","caption":"Tarefas curtas e sensíveis ficam no dispositivo, enquanto as longas e complexas vão para o data center.","description":null},"zh-hant":{"alt":"比較本地 AI 與資料中心推論在概念、效能、成本、任務類型及混合運作上的資訊圖表","caption":"短小且敏感的任務由本地處理，複雜且耗時的任務則交由資料中心執行。","description":null},"de":{"alt":"Infografik zu lokaler KI und Rechenzentrumsinferenz nach Leistung, Kosten, Aufgaben und Hybridbetrieb","caption":"Kurze sensible Aufgaben laufen lokal, längere und komplexere Arbeiten dagegen im Rechenzentrum.","description":null}}}]}