AI Infrastructure Database
Chip, data center, daya, perangkat lunak, dan model yang menjadi fondasi AI, beserta perusahaan di balik setiap komponennya.
Bagaimana sebuah data center AI sesungguhnya dibangun
Membangun sistem berbasis GPU NVIDIA? Ikuti rantai pengadaan yang sebenarnya: siapa yang memproduksi die-nya, siapa yang memasok memori, siapa yang membuat kabel dan rak, bagaimana pendinginannya, dan perangkat lunak apa yang dipasang sebelum token pertama. Setiap langkah terhubung ke perusahaan yang membuatnya.
Tumpukan teknologi sedang dalam transisi: enam pergeseran yang perlu dipantau
Setiap generasi perangkat keras sedang menulis ulang satu lapisan industri. Inilah transisi yang sedang terjadi saat ini — ikuti di sini dan Anda bisa melihat era berikutnya datang sebelum tiba.
Fasilitas utama
Unit desain beralih dari kotak 8-GPU menjadi rak NVLink 72-GPU yang dilihat perangkat lunak sebagai satu akselerator. Kubu UALink terbuka berlomba untuk menjawab sebelum pola ini mengunci diri.
Model penalaran memindahkan komputasi ke waktu menjawab. Serving kini melampaui pelatihan di seluruh industri dan mendorong pengembangan chip yang dirancang khusus untuk itu.
Die telah mencapai batas litografi, sehingga batas kemampuan bergeser ke dalam paket — GPU multi-die, penumpukan 3D, dan kapasitas CoWoS yang berperan sebagai jatah GPU dunia.
Kampus-kampus berhenti mengantre di antrean interkoneksi: reaktor yang dimatikan dihidupkan kembali dengan kontrak 20 tahun, turbin di belakang meteran, sel bahan bakar di pagar perimeter.
Perubahan komponen 2026: HBM4 menggandakan antarmuka memori sementara optik terpaket bersama mulai menggantikan transceiver yang dapat dipasang — daftar komponen di balik Rubin, MI400, dan TPU generasi berikutnya.
Masalah yang sama, enam jawaban
Perbandingan lengkap →Bagaimana setiap pembangun besar mengintegrasikan tumpukan teknologi — chip, fabric, rak, pendinginan, daya, dan perangkat lunak, berdampingan.
GoogleThe vertical integrator
Microsoft + OpenAIThe alliance at NVIDIA scale
MetaThe open-everything builder
xAIThe speed record
AWS + AnthropicThe custom-silicon bet
TeslaThe embodied-AI factory
Tumpukan infrastruktur AI
Jelajahi stack lengkap →Setiap lapisan bergantung pada lapisan di bawahnya. Ikuti rantai dari listrik hingga kecerdasan — setiap lapisan membuka bagiannya sendiri dalam database.
Daya
Power plants · Utilities · Transmission · Substations · On-site generation
Terbuka →
Pusat-Pusat Data
Hyperscale campuses · Colocation · GPU clouds
Terbuka →
Sistem
Servers · Racks · Networking · Cooling
Terbuka →
Semikonduktor
GPUs · AI accelerators · CPUs · Memory · Foundries · Packaging
Terbuka →
Perangkat Lunak
CUDA · ROCm · PyTorch · Inference engines · Cluster management
Terbuka →
Model
Foundation models · Reasoning models · Multimodal models
Terbuka →
Arsitektur
Assistants · Agents · Coding tools · Robotics · Enterprise AI
Terbuka →
Catatan unggulan
Cari semua →
NVIDIAThe company the AI build-out is denominated in: GPUs, systems, networking and CUDA.
NVIDIA H100The GPU of the ChatGPT era — the unit of account for the 2023–25 AI build-out.
OpenAIMaker of ChatGPT and GPT-5 — and the buyer behind the biggest compute deals ever signed.
Stargate AbileneThe flagship of the $500B Stargate program — OpenAI's first purpose-built campus.
CUDANVIDIA's programming platform — the deepest moat in the industry.
ChatGPTThe fastest-adopted software product in history — and AI's front door.
Claude 5 (Fable 5 / Opus 5 / Sonnet 5)Anthropic's 2026 generation — four releases in under two months.
Artikel nyata dari outlet ternama — setiap item tertaut ke penerbit aslinya.
DLSS 5 gets toned down for its Hogwarts Legacy debut next month ↗
When Nvidia originally showed off DLSS 5 earlier this year, the technology immediately got branded as gen AI for video games. To…
The Verge · 00:27 · AI & Model
Epic shifts to ‘AI-accelerated development’ for upcoming Disney game ↗
Epic Games plans to use AI to generate code and art for an unannounced Disney game, which is now delayed from its original March…
The Verge · 00:27 · AI & Model
Google finally releases Gemini 4 Argon ↗
After months sitting on the sidelines of the frontier AI race, Google has finally launched its long-awaited Gemini 4 Argon model…
The Verge · 00:27 · AI & Model
It’s ‘incomprehensible’ that Instagram allowed an AI image of Mia Goth to spread, say her reps ↗
Earlier this month, news broke that actress Mia Goth had filed for divorce from actor and filmmaker Shia LaBeouf. An Instagram…
The Verge · 00:27 · AI & Model
Google makes it easier to launch your vibe-coded apps ↗
The next time you vibe-code a custom app with Google's AI Studio, you won't have to connect your phone to a computer to install…
The Verge · 00:27 · AI & Model
Facebook will let you customize your feed algorithm using AI ↗
Facebook's new "Your Algorithm" feature will let you directly add and manage topics you want to see in your feed and Facebook…
The Verge · 00:27 · AI & Model
I don’t miss the camera on the Ray-Ban Meta Audio glasses ↗
The other day I whizzed past several people while running in the park, my playlist blasting at full volume. The next morning, I…
The Verge · 00:27 · AI & Model
Xbox is officially embracing the chaos of AI-powered game ports ↗
Retro gaming is going through a wild time at the moment, thanks to decompilations and recompilations that are letting gamers port…
The Verge · 00:27 · AI & Model
Shopify opens its catalog up to more AI agents ↗
More AI agents will soon be able to browse and purchase from Shopify listings, marking an expansion of the company's agentic…
The Verge · 00:27 · AI & ModelRingkasan data
Ditulis secara internal dengan AI dari data cache situs ini sendiri — berlabel, bertanggal, bukan saran.
Arm slips 6.48% to USD 275.29, off 10.47% for the week
Arm Holdings shares declined 6.48% to USD 275.29 on October 09, bringing the stock's weekly loss to 10.47%. The…
AI Infrastructure Database · Oct 09
Nebius falls 7.35% to USD 219.71 on October 09
Nebius closed at USD 219.71 on October 09, a decline of 7.35% on the session and 9.51% over the week. The weekly loss…
AI Infrastructure Database · Oct 09
IREN drops 7.7% to USD 35.71, down 14.49% on the week
IREN shares fell 7.70% to USD 35.71 on October 09, capping a weekly decline of 14.49% that marked it as one of the…
AI Infrastructure Database · Oct 09
CoreWeave slides 7.77% to USD 81.58 on October 09
CoreWeave shares declined 7.77% to USD 81.58 on October 09, contributing to a weekly loss of 8.97%. Both the daily and…
AI Infrastructure Database · Oct 09
Mulai belajar
Perpustakaan pembelajaran →
How Modern AI Actually Works
Tokens, weights, attention, training and inference — the whole mechanism in one pass, no math required.
How to Read an AI Chip Spec Sheet
FLOPS, precisions, sparsity footnotes, HBM bandwidth, TDP — what each number means and which ones actually…
Training vs Inference: The Two Economies of AI
One is a moonshot project, the other is a utility bill — and inference now dominates the buildout.
GPU, TPU, ASIC: What's Actually Different?
Why graphics chips run AI, what the custom-silicon crowd changes, and the spectrum from flexible to frozen.
Tools
Bandingkan chip secara berdampinganH100 vs MI300X, B200 vs MI355X, dan lainnya
Tanya DataPertanyaan dalam bahasa sederhana, dijawab dari database ini
Kalkulator Daya KlusterDari jumlah GPU hingga megawatt dan estimasi tagihan
Semesta perusahaan tercatatPerusahaan publik di seluruh rantai, dengan kuotasi tertunda
TrenCapex, permintaan daya, kepadatan rak — angka bersumber