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  "articleBody": "Chip and I were invited to speak on a [panel](https://register.nvidia.com/flow/nvidia/gtcs25/ap/page/catalog/session/1730316437243001MymS) at NVIDIA GTC 2025, titled “Insights and Lessons Learned From Building LLM-Powered Applications”. The [recording](https://www.nvidia.com/en-us/on-demand/session/gtc25-S73649) is live on the NVIDIA GTC attendee portal; you’ll need to log in to view it. to the general public via NVIDIA On-Demand.\n\n![Image](https://eugeneyan.com/assets/nvidia-gtc.jpg \"Image\")\n\nIf you found this useful, please cite this write-up as:\n\n> Yan, Ziyou. (Mar 2025). NVIDIA GTC 2025 - Building LLM-Powered Applications. eugeneyan.com. https://eugeneyan.com/speaking/nvidia-gtc-2025/.\n\nor\n\n```\n@article{yan2025nvidia,\n  title   = {NVIDIA GTC 2025 - Building LLM-Powered Applications},\n  author  = {Yan, Ziyou},\n  journal = {eugeneyan.com},\n  year    = {2025},\n  month   = {Mar},\n  url     = {https://eugeneyan.com/speaking/nvidia-gtc-2025/}\n}\n```\n\nShare on:\n\n![](https://eugeneyan.com/assets/icon-twitter.svg)\n\n![](https://eugeneyan.com/assets/icon-linkedin.svg)\n\n![](https://eugeneyan.com/assets/bluesky.svg)\n\n![](https://eugeneyan.com/assets/icon-facebook.svg)\n\n![](https://eugeneyan.com/assets/icon-mail.svg)\n\nJoin **11,800+** readers getting updates on machine learning, RecSys, LLMs, and engineering.\n",
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  "content_html": "<p>Chip and I were invited to speak on a <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://register.nvidia.com/flow/nvidia/gtcs25/ap/page/catalog/session/1730316437243001MymS\">panel</a> at NVIDIA GTC 2025, titled “Insights and Lessons Learned From Building LLM-Powered Applications”. The <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.nvidia.com/en-us/on-demand/session/gtc25-S73649\">recording</a> is live on the NVIDIA GTC attendee portal; you’ll need to log in to view it. to the general public via NVIDIA On-Demand.</p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/nvidia-gtc.jpg\" alt=\"Image\" title=\"Image\" loading=\"eager\" decoding=\"async\" fetchpriority=\"high\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p>If you found this useful, please cite this write-up as:</p>\n<blockquote>\n<p>Yan, Ziyou. (Mar 2025). NVIDIA GTC 2025 - Building LLM-Powered Applications. eugeneyan.com. <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://eugeneyan.com/speaking/nvidia-gtc-2025/\">https://eugeneyan.com/speaking/nvidia-gtc-2025/</a>.</p>\n</blockquote>\n<p>or</p>\n<pre><code><span class=\"code-snippet\">@article{yan2025nvidia,\n  title   = {NVIDIA GTC 2025 - Building LLM-Powered Applications},\n  author  = {Yan, Ziyou},\n  journal = {eugeneyan.com},\n  year    = {2025},\n  month   = {Mar},\n  url     = {https://eugeneyan.com/speaking/nvidia-gtc-2025/}\n}\n</span></code></pre>\n<p>Share on:</p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/icon-twitter.svg\" alt=\"\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"low\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/icon-linkedin.svg\" alt=\"\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"low\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/bluesky.svg\" alt=\"\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"low\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/icon-facebook.svg\" alt=\"\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"low\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p><picture class=\"article-picture article-picture-fallback\" style=\"--image-ratio:16 / 9\"><img src=\"https://eugeneyan.com/assets/icon-mail.svg\" alt=\"\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"low\" referrerpolicy=\"no-referrer\" class=\"progressive-image\"></picture></p>\n<p>Join <strong>11,800+</strong> readers getting updates on machine learning, RecSys, LLMs, and engineering.</p>\n",
  "content_markdown": "Chip and I were invited to speak on a [panel](https://register.nvidia.com/flow/nvidia/gtcs25/ap/page/catalog/session/1730316437243001MymS) at NVIDIA GTC 2025, titled “Insights and Lessons Learned From Building LLM-Powered Applications”. The [recording](https://www.nvidia.com/en-us/on-demand/session/gtc25-S73649) is live on the NVIDIA GTC attendee portal; you’ll need to log in to view it. to the general public via NVIDIA On-Demand.\n\n![Image](https://eugeneyan.com/assets/nvidia-gtc.jpg \"Image\")\n\nIf you found this useful, please cite this write-up as:\n\n> Yan, Ziyou. (Mar 2025). NVIDIA GTC 2025 - Building LLM-Powered Applications. eugeneyan.com. https://eugeneyan.com/speaking/nvidia-gtc-2025/.\n\nor\n\n```\n@article{yan2025nvidia,\n  title   = {NVIDIA GTC 2025 - Building LLM-Powered Applications},\n  author  = {Yan, Ziyou},\n  journal = {eugeneyan.com},\n  year    = {2025},\n  month   = {Mar},\n  url     = {https://eugeneyan.com/speaking/nvidia-gtc-2025/}\n}\n```\n\nShare on:\n\n![](https://eugeneyan.com/assets/icon-twitter.svg)\n\n![](https://eugeneyan.com/assets/icon-linkedin.svg)\n\n![](https://eugeneyan.com/assets/bluesky.svg)\n\n![](https://eugeneyan.com/assets/icon-facebook.svg)\n\n![](https://eugeneyan.com/assets/icon-mail.svg)\n\nJoin **11,800+** readers getting updates on machine learning, RecSys, LLMs, and engineering.\n",
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