--- title: Even the chip makers are making LLMs | daily.dev description: NVIDIA VP of Generative AI Kari Briski explains why a chip maker builds LLMs: the hardware-software co-design feedback loop requires deeply understanding... canonical: https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Even the chip makers are making LLMs | daily.dev og:description: NVIDIA VP of Generative AI Kari Briski explains why a chip maker builds LLMs: the hardware-software co-design feedback loop requires deeply understanding... og:url: https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml og:image: https://api.daily.dev/og/posts/n8NytBNml.png og:image:alt: Even the chip makers are making LLMs og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Even the chip makers are making LLMs **[Stack Overflow Blog](https://daily.dev/sources/stackov)** · 27 min read · 1 upvotes · 0 comments ## Summary NVIDIA VP of Generative AI Kari Briski explains why a chip maker builds LLMs: the hardware-software co-design feedback loop requires deeply understanding workloads to optimize them. She covers NVIDIA's Nemotron model family (Nano, Super, Ultra), the benefits of training at reduced floating-point precision (NVFP4) over post-training quantization, hybrid Mamba State Space + Transformer architectures for token efficiency, mixture-of-experts approaches, and disaggregated inference serving via Dynamo. Nemotron is fully open source—releasing weights, training data, gym environments, and recipes—enabling enterprises to fine-tune on their own domains without liability concerns. The roadmap treats models like software libraries with regular release cycles, and community PRs to model architecture are planned for the future. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Now Serving NVIDIA Nemotron with vLLM](https://daily.dev/posts/now-serving-nvidia-nemotron-with-vllm-viddm3ly8) · vLLM · 0 upvotes · 0 comments - [Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI](https://daily.dev/posts/nemotron-3-nano-4b-a-compact-hybrid-model-for-efficient-local-ai-oifexpu69) · Hugging Face · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#llm](https://daily.dev/tags/llm), [#nvidia](https://daily.dev/tags/nvidia) [View this post on daily.dev](https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Even the chip makers are making LLMs","url":"https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml"},"datePublished":"2026-03-11T14:33:04.857Z","dateModified":"2026-03-15T04:01:01.025Z","description":"NVIDIA VP of Generative AI Kari Briski explains why a chip maker builds LLMs: the hardware-software co-design feedback loop requires deeply understanding...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6f8f887d2edbfce91905215f5da1e0c9?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6f8f887d2edbfce91905215f5da1e0c9?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Stack Overflow Blog","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Stack Overflow Blog","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/003e14873238469caea60ebdd34508ae","url":"https://daily.dev/sources/stackov"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/even-the-chip-makers-are-making-llms-n8nytbnml","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,llm,nvidia","timeRequired":"PT27M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Stack Overflow Blog","item":"https://daily.dev/sources/stackov"},{"@type":"ListItem","position":3,"name":"Even the chip makers are making LLMs"}]} ```