[
  {
    "id": "nvidia-rtx-5090-docs-1",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "The NVIDIA® CUDA® Toolkit provides a development environment for creating high-performance, GPU-accelerated applications.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-2",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "CUDA Tile C++ is an expression of the CUDA Tile programming model in C++. It's built on top of the CUDA Tile IR specification and allows you to write tile kernels in C++.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-3",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "cuTile Python is an expression of the CUDA Tile programming model in Python.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-4",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "NVIDIA Nsight Compute and Nsight System suite of tools designed to help developers optimize and increase performance of their applications.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-5",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Powered by GeForce RTX 50 Series and fifth-generation Tensor Cores, new DLSS Multi Frame Generation boosts FPS by using AI to generate up to five frames per rendered frame.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-6",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Dynamically adjust your multiplier to maximize smoothness across different games and scenes on GeForce RTX 50 Series GPUs.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-7",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Enhances image quality by using AI to generate additional pixels for intensive ray-traced scenes.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-8",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Boosts performance by using AI to output higher-resolution frames from a lower-resolution input.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-9",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Provides higher image quality with an AI-based anti-aliasing technique. DLAA uses the same Super Resolution technology developed for DLSS, constructing a more realistic, high-quality image at native resolution.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-10",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "With the NVIDIA app you can update hundreds of games to use the latest DLSS features including Multi Frame Generation, and the newest AI models for DLSS Super Resolution, Frame Generation, and Ray Reconstruction.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-11",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "Uses AI to infuse game scenes with lifelike lighting and materials on GeForce RTX™ 50 Series GPUs.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-12",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
    "excerpt": "Reflex technologies optimize the graphics pipeline for ultimate responsiveness, providing faster target acquisition, quicker reaction times, and improved aim precision in competitive games.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-13",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
    "excerpt": "The NVIDIA Blackwell architecture unlocks the game-changing realism of path tracing. Experience cinematic quality visuals at unprecedented speed powered by GeForce RTX 50 Series with fourth-gen RT Cores and breakthrough neural rendering technologies.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-14",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/rtx",
    "excerpt": "The RTX Neural Shaders SDK lets developers train shader data on an RTX PRO workstation and accelerate neural representations with NVIDIA Tensor Cores at runtime.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-15",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/rtx",
    "excerpt": "RTX Mega Geometry dramatically increases the geometric detail possible in ray-traced scenes, accelerating BVH building to enable up to 100x more ray-traced triangles with better performance.",
    "fetchedAt": "2026-09-15T17:25:07.244Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-16",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/technologies/dlss/",
    "excerpt": "new DLSS Multi Frame Generation boosts FPS by using AI to generate up to five frames per rendered frame",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-17",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
    "excerpt": "Game with path tracing and the lowest latency.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-18",
    "tier": "claimed-docs",
    "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
    "excerpt": "The GeForce RTX 5090 is powered by the NVIDIA Blackwell architecture and equipped with 32 GB of super-fast GDDR7 memory, so you can do it all.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-19",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "CUDA Tile C++ is an expression of the CUDA Tile programming model in C++. It’s built on top of the CUDA Tile IR specification and allows you to write tile kernels in C++.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-20",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/cuda-toolkit",
    "excerpt": "cuTile Python is an expression of the CUDA Tile programming model in Python. It is built on top of the CUDA Tile IR specification and allows you to write tile kernels in Python.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-21",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/rtx",
    "excerpt": "Fourth-generation RT Cores deliver up to 2x faster ray tracing, rendering photorealistic scenes with physically accurate shadows, reflections, and refractions.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-docs-22",
    "tier": "claimed-docs",
    "url": "https://developer.nvidia.com/rtx",
    "excerpt": "Fifth-generation Tensor Cores deliver up to 3x higher throughput for deep learning, with new FP4 support for massive performance gains alongside TF32, BF16, FP16, FP8, and FP6 precision.",
    "fetchedAt": "2026-09-15T18:09:28.122Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-1",
    "tier": "community",
    "url": "https://www.tomshardware.com/pc-components/gpus/nvidia-geforce-rtx-5090-review",
    "excerpt": "Pros: Fastest GPU around (usually), 32GB GDDR7 on 512-bit bus, PCIe 5.0, potent AI performance. Cons: Driver issues in some games/apps, extreme price and power, availability concerns, Multi Frame Generation marketing.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-2",
    "tier": "community",
    "url": "https://www.tomshardware.com/pc-components/gpus/nvidia-geforce-rtx-5090-review",
    "excerpt": "We've now docked half a star, due to concerns specifically with the Founders Edition running hot.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-3",
    "tier": "community",
    "url": "https://www.tomshardware.com/pc-components/gpus/nvidia-geforce-rtx-5090-review",
    "excerpt": "MFG as an example running at 240 FPS would mean user input only gets sampled at 60 FPS. That's not the same as a game running at 240 FPS natively.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43008879",
    "excerpt": "Discussion centers on a reported RTX 5090 FE 12VHPWR connector melting; users debate that the FE's single 12V bus-bar design relies purely on contact resistance to balance current across pins, unlike older 8-pin designs with per-connector shunts.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43317406",
    "excerpt": "\"If the prices for the RTX 5090 remain at 3500€, they will likely remain insignificant for the DIY crowd\" for local LLM use compared to used RTX 3090s or Mac unified memory systems.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43317406",
    "excerpt": "TL;DR; performance isn't bad, but perf per Watt isn't better than 4080 or 4090 and can even be significantly lower than 4090 in certain contexts.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43084510",
    "excerpt": "\"the 4080 Super doing well compared to the 5080 and 5090... seems to have better performance per watt ratio than them while also having some of the lowest temps.\"",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43086969",
    "excerpt": "Phoronix Linux benchmarks found the GeForce RTX 5090 delivering 1.42x the performance of the RTX 4090 across 60+ compute benchmarks, but on a performance-per-Watt basis it tended to deliver similar efficiency to the RTX 4080/4090.",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43086969",
    "excerpt": "\"It's really unfortunate they seem to be unobtainium... I've yet to see a place where they're actually sold outside absurdly priced ebay price-gougers.\"",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43086969",
    "excerpt": "\"At $2,000 base and $5-7k scalper price, this is outside of the reach of most people forever.\"",
    "fetchedAt": "2026-09-15T17:35:09.920Z"
  },
  {
    "id": "nvidia-rtx-5090-probe-1",
    "tier": "probe",
    "url": "https://developer.nvidia.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://developer.nvidia.com/llms.txt # NVIDIA Developer\n\n> Comprehensive developer portal for NVIDIA accelerated computing, AI, robotics, graphics, and simul",
    "fetchedAt": "2026-09-15T17:36:58.738Z"
  },
  {
    "id": "nvidia-rtx-5090-probe-2",
    "tier": "probe",
    "url": "https://developer.nvidia.com/cuda-toolkit.md",
    "excerpt": "PROBE docs-md: HTTP 404 at https://developer.nvidia.com/cuda-toolkit.md",
    "fetchedAt": "2026-09-15T17:36:58.738Z"
  },
  {
    "id": "nvidia-rtx-5090-probe-3",
    "tier": "probe",
    "url": "https://developer.nvidia.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://developer.nvidia.com/openapi.json, https://developer.nvidia.com/swagger.json, https://developer.nvidia.com/api/openapi.json, https://developer.nvidia.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-15T17:36:58.738Z"
  },
  {
    "id": "nvidia-rtx-5090-probe-rt-1",
    "tier": "probe",
    "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
    "excerpt": "PROBE runtime (recorded 2026-09-15): NVIDIA's RTX 5090 product/spec page answered a keyless curl and names the part — the vendor spec surface (VRAM, bandwidth, AI TOPS, board power) is live and fetchable.",
    "fetchedAt": "2026-09-15T17:39:08.000Z"
  }
]