--- title: State of the Union: Why Local, Why Now — NVIDIA,... description: Panel discussion from the Local AI Summit featuring founders and practitioners from NVIDIA, ExoLabs, Osmantic, Roboflow, and AI content creator Matthew Berman.... canonical: https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman | daily.dev og:description: Panel discussion from the Local AI Summit featuring founders and practitioners from NVIDIA, ExoLabs, Osmantic, Roboflow, and AI content creator Matthew Berman.... og:url: https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5 og:image: https://api.daily.dev/og/posts/rvMjz0rV5.png og:image:alt: State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman 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. # State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman **[AI Engineer](https://daily.dev/sources/aidotengineer)** · 44 min read · 0 upvotes · 0 comments ## Summary Panel discussion from the Local AI Summit featuring founders and practitioners from NVIDIA, ExoLabs, Osmantic, Roboflow, and AI content creator Matthew Berman. The conversation covers the inflection point in local AI driven by better models and tooling, the shift toward multi-model architectures and specialized models, the importance of data sovereignty and cost control, and the challenges of making local AI accessible to non-technical users. Key topics include 10x performance improvements on NVIDIA DGX Spark achieved through optimization rather than new computer science, the role of open source in ensuring AI freedom, model routing, fine-tuning and distillation workflows, and the open problems remaining in local AI deployment. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Ahmad Osman on why local AI is catching up](https://daily.dev/posts/ahmad-osman-on-why-local-ai-is-catching-up-jdmurcpfs) · Latent Space · 0 upvotes · 0 comments --- Tags: [#open-source](https://daily.dev/tags/open-source), [#ai-agents](https://daily.dev/tags/ai-agents), [#local-ai](https://daily.dev/tags/local-ai), [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5) ```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":"State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman","url":"https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5"},"datePublished":"2026-07-11T16:32:53.883Z","dateModified":"2026-07-11T18:20:03.620Z","description":"Panel discussion from the Local AI Summit featuring founders and practitioners from NVIDIA, ExoLabs, Osmantic, Roboflow, and AI content creator Matthew Berman....","image":"https://i.ytimg.com/vi/KB41dTlX1Uc/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/KB41dTlX1Uc/sddefault.jpg","isAccessibleForFree":true,"articleSection":"AI Engineer","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":"AI Engineer","logo":"https://media.daily.dev/image/upload/s--u5PucxNT--/f_auto/v1724338940/logos/aidotengineer","url":"https://daily.dev/sources/aidotengineer"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/state-of-the-union-why-local-why-now-nvidia-osmantic-roboflow-exo-labs-matthew-berman-rvmjz0rv5","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"open-source,ai-agents,local-ai,ai-inference","timeRequired":"PT44M","video":{"@type":"VideoObject","name":"State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman","description":"Panel discussion from the Local AI Summit featuring founders and practitioners from NVIDIA, ExoLabs, Osmantic, Roboflow, and AI content creator Matthew Berman....","thumbnailUrl":"https://i.ytimg.com/vi/KB41dTlX1Uc/sddefault.jpg","uploadDate":"2026-07-11T16:32:53.883Z","duration":"PT44M","url":"https://api.daily.dev/r/rvMjz0rV5","embedUrl":"https://www.youtube.com/embed/KB41dTlX1Uc"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"AI Engineer","item":"https://daily.dev/sources/aidotengineer"},{"@type":"ListItem","position":3,"name":"State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman"}]} ```