{"users":[{"id":1,"username":"jonasrosland","name":"Jonas Rosland","avatar_template":"/user_avatar/community.vastdata.com/jonasrosland/{size}/1_2.png","primary_group_name":"vast-data-partner","flair_name":"vast-data-partner","flair_group_id":41,"trust_level":1},{"id":80,"username":"Jim","name":"Jim Crook","avatar_template":"/user_avatar/community.vastdata.com/jim/{size}/122_2.png","trust_level":1},{"id":871,"username":"oz.perry","name":"Oz Perry","avatar_template":"/user_avatar/community.vastdata.com/oz.perry/{size}/960_2.png","trust_level":2},{"id":295,"username":"Sunilc2006","name":"Sunil Chavan","avatar_template":"/user_avatar/community.vastdata.com/sunilc2006/{size}/327_2.png","trust_level":2},{"id":1088,"username":"nicole.hemsoth-prick","name":"Nicole Hemsoth Prickett","avatar_template":"/user_avatar/community.vastdata.com/nicole.hemsoth-prick/{size}/1279_2.png","trust_level":2},{"id":2227,"username":"anat.heilper","name":"Anat Heilper","avatar_template":"/user_avatar/community.vastdata.com/anat.heilper/{size}/2111_2.png","trust_level":0},{"id":2021,"username":"derrick.harris","name":"Derrick Harris","avatar_template":"/user_avatar/community.vastdata.com/derrick.harris/{size}/1054_2.png","trust_level":2},{"id":18,"username":"Vaughn","name":"Vaughn Stewart","avatar_template":"/user_avatar/community.vastdata.com/vaughn/{size}/295_2.png","trust_level":2},{"id":2196,"username":"ofer.helman","name":"Ofer Helman","avatar_template":"/user_avatar/community.vastdata.com/ofer.helman/{size}/2080_2.png","trust_level":2},{"id":2187,"username":"calvin.nieh","name":"Calvin Nieh","avatar_template":"/user_avatar/community.vastdata.com/calvin.nieh/{size}/2070_2.png","trust_level":0},{"id":1040,"username":"itzik.reich","name":"Itzik Reich","avatar_template":"/user_avatar/community.vastdata.com/itzik.reich/{size}/1196_2.png","trust_level":0},{"id":593,"username":"prasad.venkatachar","name":"Prasad Venkatachar","avatar_template":"/user_avatar/community.vastdata.com/prasad.venkatachar/{size}/256_2.png","trust_level":0}],"primary_groups":[{"id":41,"name":"vast-data-partner"}],"flair_groups":[{"id":41,"name":"vast-data-partner","flair_url":null,"flair_bg_color":"","flair_color":""}],"topic_list":{"can_create_topic":false,"more_topics_url":"/c/news/22?page=1","per_page":30,"top_tags":[{"id":3,"name":"help","slug":"help"},{"id":12,"name":"featured","slug":"featured"},{"id":10,"name":"use-case","slug":"use-case"}],"topics":[{"fancy_title":"About the News category","id":1075,"title":"About the News category","slug":"about-the-news-category","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-02-24T18:48:54.724Z","last_posted_at":"2025-02-24T18:48:54.730Z","bumped":true,"bumped_at":"2025-02-24T18:51:27.498Z","archetype":"regular","unseen":false,"pinned":true,"unpinned":null,"excerpt":"Stay up-to-date with the latest developments in Artificial Intelligence, including news, breakthroughs, and industry insights. \nThis category should contain topics related to recent developments in AI, including: \n\nNews …","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":null,"tags":[],"tags_descriptions":{},"views":68,"like_count":0,"has_summary":false,"last_poster_username":"jonasrosland","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1,"primary_group_id":41,"flair_group_id":41}]},{"fancy_title":"The End of Data Duplication as a Design Principle","id":2011,"title":"The End of Data Duplication as a Design Principle","slug":"the-end-of-data-duplication-as-a-design-principle","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c_2_1024x576.jpeg","created_at":"2026-07-16T21:06:00.190Z","last_posted_at":"2026-07-16T21:06:00.295Z","bumped":true,"bumped_at":"2026-07-16T21:06:00.295Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover why enterprise AI pipelines must move away from data duplication and toward a self-optimizing global data fabric across clouds. \nCheck it out: The End of Data Duplication as a Design Principle - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1920,"height":1080,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":576,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c_2_1024x576.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":421,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c_2_750x421.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":281,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c_2_500x281.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":210,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/da1dd3f429c7b29eb47f9dcf59554bfd0e22936c_2_375x210.jpeg"}],"tags":[],"tags_descriptions":{},"views":15,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Maximize Inference ROI: Get 6.2x More Tokens/Sec with S3/TCP and KV$","id":2010,"title":"Maximize Inference ROI: Get 6.2x More Tokens/Sec with S3/TCP and KV$","slug":"maximize-inference-roi-get-6-2x-more-tokens-sec-with-s3-tcp-and-kv","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/066a055693ecead85b41926e0c936c8371175776_2_1024x535.jpeg","created_at":"2026-07-15T15:13:10.473Z","last_posted_at":"2026-07-15T15:13:10.581Z","bumped":true,"bumped_at":"2026-07-15T15:13:10.581Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Maximize your inference ROI. Learn how VAST AI OS and LMCache utilize S3/TCP to deliver 6.2x more tokens/sec and slash end-to-end latency by 3.9x. \nRead more at: Maximize Inference ROI: Get 6.2x More Tokens/Sec with S…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/0/066a055693ecead85b41926e0c936c8371175776.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/066a055693ecead85b41926e0c936c8371175776_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/066a055693ecead85b41926e0c936c8371175776_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/066a055693ecead85b41926e0c936c8371175776_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/066a055693ecead85b41926e0c936c8371175776_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":31,"like_count":0,"has_summary":false,"last_poster_username":"oz.perry","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":871,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Scaling the Next Frontier of AI: Why VAST Chose Singapore as a Regional Center of Excellence","id":2009,"title":"Scaling the Next Frontier of AI: Why VAST Chose Singapore as a Regional Center of Excellence","slug":"scaling-the-next-frontier-of-ai-why-vast-chose-singapore-as-a-regional-center-of-excellence","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12110d044c33cd372c893da2a272f91cc04263eb_2_1024x535.jpeg","created_at":"2026-07-14T20:15:58.889Z","last_posted_at":"2026-07-14T20:15:59.042Z","bumped":true,"bumped_at":"2026-07-14T20:15:59.042Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"VAST partners with EDBI to establish a regional hub in Singapore, utilizing its strategic ecosystem to build AI data infrastructure across APAC. \nRead more at: Scaling the Next Frontier of AI - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/12110d044c33cd372c893da2a272f91cc04263eb.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12110d044c33cd372c893da2a272f91cc04263eb_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12110d044c33cd372c893da2a272f91cc04263eb_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12110d044c33cd372c893da2a272f91cc04263eb_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12110d044c33cd372c893da2a272f91cc04263eb_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":45,"like_count":0,"has_summary":false,"last_poster_username":"Sunilc2006","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":295,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Future of Supercomputing Is Still a Data Problem","id":2006,"title":"The Future of Supercomputing Is Still a Data Problem","slug":"the-future-of-supercomputing-is-still-a-data-problem","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250_2_1024x576.jpeg","created_at":"2026-07-09T15:55:34.864Z","last_posted_at":"2026-07-09T15:55:34.975Z","bumped":true,"bumped_at":"2026-07-09T15:55:34.975Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"HPC must build infrastructure flexible enough to manage, secure and serve the unprecedented volumes of data that modern AI-driven science will continue to generate. \nCheck it out: The Future Of Supercomputing Is Still…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1280,"height":720,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":576,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250_2_1024x576.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":421,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250_2_750x421.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":281,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250_2_500x281.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":210,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/b/bd7cae8af23e83cb28141ed30cd5c0d682721250_2_375x210.jpeg"}],"tags":[],"tags_descriptions":{},"views":70,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Agent Coding at Long Context: What KV Cache Offloading on VAST Data and Backend.AI Buys You","id":2005,"title":"Agent Coding at Long Context: What KV Cache Offloading on VAST Data and Backend.AI Buys You","slug":"agent-coding-at-long-context-what-kv-cache-offloading-on-vast-data-and-backend-ai-buys-you","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903_2_1024x576.jpeg","created_at":"2026-07-08T15:16:53.130Z","last_posted_at":"2026-07-08T15:16:53.238Z","bumped":true,"bumped_at":"2026-07-08T15:16:53.238Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"A benchmark from VAST Data and Backend.AI (Lablup) on what KV cache offloading buys you for agent coding at long context. \nCheck it out: Agent coding at long context: KV cache offloading on VAST & Backend.AI - VAST Da…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1920,"height":1080,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":576,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903_2_1024x576.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":421,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903_2_750x421.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":281,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903_2_500x281.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":210,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/14affa3b959aeaacb8c2e6a68c2ffc990a437903_2_375x210.jpeg"}],"tags":[],"tags_descriptions":{},"views":76,"like_count":0,"has_summary":false,"last_poster_username":"anat.heilper","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2227,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"When Files Stop Being the Unit of Management: Lessons from ServiceNow’s AI Research","id":2004,"title":"When Files Stop Being the Unit of Management: Lessons from ServiceNow's AI Research","slug":"when-files-stop-being-the-unit-of-management-lessons-from-servicenows-ai-research","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7_2_1024x576.jpeg","created_at":"2026-07-07T14:46:45.355Z","last_posted_at":"2026-07-07T14:46:45.477Z","bumped":true,"bumped_at":"2026-07-07T14:46:45.477Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"AI infrastructure is shifting from files to data governance. Discover how ServiceNow manages models, checkpoints, and datasets at scale. \nCheck it out: When Files Stop Being the Unit of Management: ServiceNow’s AI Res…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1920,"height":1080,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":576,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7_2_1024x576.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":421,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7_2_750x421.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":281,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7_2_500x281.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":210,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/328d4ff7e6ac47071a9c7287a50954375e65f9e7_2_375x210.jpeg"}],"tags":[],"tags_descriptions":{},"views":77,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Shared Everything Podcast: The Economics of AI Beyond Earth","id":2000,"title":"Shared Everything Podcast: The Economics of AI Beyond Earth","slug":"shared-everything-podcast-the-economics-of-ai-beyond-earth","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80_2_1024x535.jpeg","created_at":"2026-06-26T14:59:57.587Z","last_posted_at":"2026-06-26T14:59:57.692Z","bumped":true,"bumped_at":"2026-06-26T14:59:57.692Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"The Shared Everything Podcast this week hosts analysts from SemiAnalysis to talk through their recent report on the numbers behind the orbital compute vision. \nRead more at: The Economics of AI Beyond Earth - VAST Dat…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/822e0e46d06b8faddf40de9e4deac00b9ca24f80_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":169,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Hidden Challenge of AI Infrastructure: Operations at Scale","id":1999,"title":"The Hidden Challenge of AI Infrastructure: Operations at Scale","slug":"the-hidden-challenge-of-ai-infrastructure-operations-at-scale","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3_2_1024x535.jpeg","created_at":"2026-06-25T17:09:07.439Z","last_posted_at":"2026-06-25T17:09:07.540Z","bumped":true,"bumped_at":"2026-06-25T17:09:07.540Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover how AI is forcing traditional HPC centers to reinvent themselves, ditch job schedulers for end-to-end workflows, and become platform operators. \nRead more at: The Hidden Challenge of AI Infrastructure: Operat…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/e/e943fdb1a2e7a21169696aad7b6ec45e3ed12da3_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":138,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Rebuilding the Data Stack for AI, Pt. 2: Collapsing Architectures and Going Multi-Cloud","id":1997,"title":"Rebuilding the Data Stack for AI, Pt. 2: Collapsing Architectures and Going Multi-Cloud","slug":"rebuilding-the-data-stack-for-ai-pt-2-collapsing-architectures-and-going-multi-cloud","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e_2_1024x535.jpeg","created_at":"2026-06-23T18:34:10.867Z","last_posted_at":"2026-06-23T18:34:10.978Z","bumped":true,"bumped_at":"2026-06-23T18:34:10.978Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover 5 ways AI is reshaping data infrastructure, from collapsing stacks and multi-cloud edges to tiering KVcache and scaling vector data. \nRead more at: Rebuilding the Data Stack for AI: Collapsing Architectures a…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/a6f000aa1c58c4f3103fbeada45e91d422b0e90e_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":158,"like_count":0,"has_summary":false,"last_poster_username":"derrick.harris","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2021,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Rebuilding the Data Stack for AI: Web-Era Systems Cant Keep Up","id":1996,"title":"Rebuilding the Data Stack for AI: Web-Era Systems Cant Keep Up","slug":"rebuilding-the-data-stack-for-ai-web-era-systems-cant-keep-up","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948_2_1024x535.jpeg","created_at":"2026-06-22T15:11:12.638Z","last_posted_at":"2026-06-22T15:11:12.732Z","bumped":true,"bumped_at":"2026-06-22T15:11:12.732Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Learn why web-era data architectures fail AI workloads and how collapsing the data stack eliminates infrastructure latency for GPUs. \nRead more at: Rebuilding the Data Stack for AI: Why Web-Era Systems Can’t Keep Up -…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/8/841b153ec42d4b188cabd0c996f2309ad5d3a948_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":188,"like_count":0,"has_summary":false,"last_poster_username":"derrick.harris","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2021,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"AI Didn’t Create Data Gravity. It Made It Impossible to Ignore","id":1995,"title":"AI Didn't Create Data Gravity. It Made It Impossible to Ignore","slug":"ai-didnt-create-data-gravity-it-made-it-impossible-to-ignore","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f_2_1024x535.jpeg","created_at":"2026-06-19T14:36:58.474Z","last_posted_at":"2026-06-19T14:36:58.568Z","bumped":true,"bumped_at":"2026-06-19T14:36:58.568Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"AI makes data gravity impossible to ignore. Discover how the VAST DataSpace abstracts data movement to scale hybrid AI pipelines and lower costs. \nRead more at: https://www.vastdata.com/blog/ai-didnt-create-data-gravi…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/24d6c44111b3c409864fa13282aceef4ace1620f_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":183,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"AI Infrastructure Now Comes With A Billion-Dollar Penalty","id":1993,"title":"AI Infrastructure Now Comes With A Billion-Dollar Penalty","slug":"ai-infrastructure-now-comes-with-a-billion-dollar-penalty","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036_2_1024x535.jpeg","created_at":"2026-06-18T15:35:53.735Z","last_posted_at":"2026-06-18T15:35:53.831Z","bumped":true,"bumped_at":"2026-06-18T15:35:53.831Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"At exabyte scale, tiny architectural inefficiencies cost billions. Discover why software dictates physical AI infrastructure success. \nRead more at: AI Infrastructure Now Comes With A Billion-Dollar Penalty - VAST Dat…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/931241e5746064d4be5f47c7b3148bc8536c2036_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":177,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Real-Time Traffic Control Needs a Shared Data Layer","id":1991,"title":"Real-Time Traffic Control Needs a Shared Data Layer","slug":"real-time-traffic-control-needs-a-shared-data-layer","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d_2_1024x535.jpeg","created_at":"2026-06-16T15:23:08.347Z","last_posted_at":"2026-06-16T15:23:08.462Z","bumped":true,"bumped_at":"2026-06-16T15:23:08.462Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Learn how VASTs shared data architecture powers real-time AI digital twins to sync live traffic telemetry and prevent urban gridlock. \nRead more at: Real-Time Traffic Control Needs a Shared Data Layer - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/0/0aa4144b1f21dd321b127bcd564c161f1281499d_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":169,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Wall Between Data and Compute Is Coming Down","id":1990,"title":"The Wall Between Data and Compute Is Coming Down","slug":"the-wall-between-data-and-compute-is-coming-down","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b_2_1024x535.jpeg","created_at":"2026-06-15T17:20:33.588Z","last_posted_at":"2026-06-15T17:20:33.694Z","bumped":true,"bumped_at":"2026-06-15T17:20:33.694Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Stop moving data to compute. Discover how the VAST DataEngine brings compute directly to the data layer for real-time, serverless AI pipeline processing. \nRead more at: The Wall Between Data and Compute Is Coming Down…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/9/9a12e2f027851893de164402d8b359fff26d0d2b_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":191,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Splunk SmartStore Optimized by VAST Datas Infinite Cache","id":1989,"title":"Splunk SmartStore Optimized by VAST Datas Infinite Cache","slug":"splunk-smartstore-optimized-by-vast-datas-infinite-cache","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/163770511f794acbea7796fce2deff115ff6f77e_2_1024x535.jpeg","created_at":"2026-06-12T16:34:46.743Z","last_posted_at":"2026-06-12T16:34:46.851Z","bumped":true,"bumped_at":"2026-06-12T16:34:46.851Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover VAST Datas Infinite Cache for Splunk SmartStore. Learn how this validated deployment model eliminates cache exhaustion and supercharges performance. \nRead more at: Splunk SmartStore Optimized by VAST Data’s I…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/163770511f794acbea7796fce2deff115ff6f77e.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/163770511f794acbea7796fce2deff115ff6f77e_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/163770511f794acbea7796fce2deff115ff6f77e_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/163770511f794acbea7796fce2deff115ff6f77e_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/163770511f794acbea7796fce2deff115ff6f77e_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":149,"like_count":0,"has_summary":false,"last_poster_username":"Vaughn","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":18,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Daft + VAST: One Unified Analytical Workflow Across Database, S3, and Events","id":1988,"title":"Daft + VAST: One Unified Analytical Workflow Across Database, S3, and Events","slug":"daft-vast-one-unified-analytical-workflow-across-database-s3-and-events","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a_2_1024x535.jpeg","created_at":"2026-06-11T15:59:03.375Z","last_posted_at":"2026-06-11T15:59:03.495Z","bumped":true,"bumped_at":"2026-06-11T15:59:03.495Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Unify analytics across VAST DataBase, S3 lakehouse data, and event streams with one Daft DataFrame workflow. Reduce data movement, accelerate queries, and simplify AI pipelines. \nRead more at: Daft + VAST: One Unified…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/5e06cabc1dcbafabe40d78b59dd486578564950a_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":169,"like_count":1,"has_summary":false,"last_poster_username":"ofer.helman","category_id":22,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2196,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Durable Architecture Behind the Future of Sports Media","id":1987,"title":"The Durable Architecture Behind the Future of Sports Media","slug":"the-durable-architecture-behind-the-future-of-sports-media","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/f/fafa511327e6986d9b56128472c937038bfc1118_2_1024x535.webp","created_at":"2026-06-10T18:55:27.465Z","last_posted_at":"2026-06-10T18:55:27.588Z","bumped":true,"bumped_at":"2026-06-10T18:55:27.588Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover how the NHL replaces legacy tape archives with a durable, all-flash architecture built for real-time AI video processing and RAG. \nRead more at: The Durable Architecture Behind the Future of Sports Media - VA…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/f/fafa511327e6986d9b56128472c937038bfc1118.webp"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/f/fafa511327e6986d9b56128472c937038bfc1118_2_1024x535.webp"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/f/fafa511327e6986d9b56128472c937038bfc1118_2_750x391.webp"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/f/fafa511327e6986d9b56128472c937038bfc1118_2_500x261.webp"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/f/fafa511327e6986d9b56128472c937038bfc1118_2_375x195.webp"}],"tags":[],"tags_descriptions":{},"views":179,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"From GPU to RNA: Oxford Nanopores Mission to Master the Genome","id":1986,"title":"From GPU to RNA: Oxford Nanopores Mission to Master the Genome","slug":"from-gpu-to-rna-oxford-nanopores-mission-to-master-the-genome","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119_2_1024x535.jpeg","created_at":"2026-06-09T16:00:02.598Z","last_posted_at":"2026-06-09T16:00:02.717Z","bumped":true,"bumped_at":"2026-06-09T16:00:02.717Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover how Oxford Nanopore pairs optimization with VAST Data to prevent GPU starvation and accelerate AI-driven genome sequencing. \nRead more at: From GPU to RNA: Oxford Nanopore’s Mission to Master the Genome - VAS…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/15f3c2e9f0e6aa152ce612437baf547c6c29e119_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":179,"like_count":0,"has_summary":false,"last_poster_username":"derrick.harris","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2021,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"AI Inference Is Changing the Shape of Data Architecture and the Cloud Itself","id":1985,"title":"AI Inference Is Changing the Shape of Data Architecture and the Cloud Itself","slug":"ai-inference-is-changing-the-shape-of-data-architecture-and-the-cloud-itself","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/557fa784902f6acc1230416281e698fdb302b272_2_1024x535.jpeg","created_at":"2026-06-02T16:03:16.257Z","last_posted_at":"2026-06-02T16:03:16.369Z","bumped":true,"bumped_at":"2026-06-02T16:03:16.369Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"See how AI inference changes data architecture and why Microsoft Azure partners with VAST Data. \nRead more at: AI Inference Is Changing the Shape of Data Architecture and the Cloud Itself - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/5/557fa784902f6acc1230416281e698fdb302b272.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/557fa784902f6acc1230416281e698fdb302b272_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/557fa784902f6acc1230416281e698fdb302b272_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/557fa784902f6acc1230416281e698fdb302b272_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/557fa784902f6acc1230416281e698fdb302b272_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":229,"like_count":0,"has_summary":false,"last_poster_username":"derrick.harris","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2021,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"VAST Datas Zero Trust Framework for Agentic AI - Enhanced with NVIDIA Vera BlueField-4 STX and NVIDIA DOCA Security","id":1984,"title":"VAST Datas Zero Trust Framework for Agentic AI - Enhanced with NVIDIA Vera BlueField-4 STX and NVIDIA DOCA Security","slug":"vast-datas-zero-trust-framework-for-agentic-ai-enhanced-with-nvidia-vera-bluefield-4-stx-and-nvidia-doca-security","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f_2_1024x535.jpeg","created_at":"2026-06-01T16:18:48.840Z","last_posted_at":"2026-06-01T16:18:48.945Z","bumped":true,"bumped_at":"2026-06-01T16:18:48.945Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"VAST Datas Zero Trust Framework for Agentic AI - Enhanced with NVIDIA STX and DOCA Security \nRead more at: VAST Data’s Zero Trust Framework for Agentic AI - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/3/384b61d88ca8f8091fd48d59c98b84af8a4d155f_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":211,"like_count":1,"has_summary":false,"last_poster_username":"calvin.nieh","category_id":22,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2187,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"A New Memory Tier for AI at Scale","id":1983,"title":"A New Memory Tier for AI at Scale","slug":"a-new-memory-tier-for-ai-at-scale","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/232527554ef60dec9ec086a80a83c37382242f96_2_1024x535.jpeg","created_at":"2026-05-29T17:18:34.676Z","last_posted_at":"2026-05-29T17:18:34.772Z","bumped":true,"bumped_at":"2026-05-29T17:18:34.772Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover how VAST Data and NVIDIA break the GPU memory wall with a new inference memory tier for agentic AI at scale. \nRead more at: A New Memory Tier for AI at Scale - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/2/232527554ef60dec9ec086a80a83c37382242f96.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/232527554ef60dec9ec086a80a83c37382242f96_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/232527554ef60dec9ec086a80a83c37382242f96_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/232527554ef60dec9ec086a80a83c37382242f96_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/2/232527554ef60dec9ec086a80a83c37382242f96_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":257,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Beyond the Valuation: What Does VAST Data Actually Do?","id":1981,"title":"Beyond the Valuation: What Does VAST Data Actually Do?","slug":"beyond-the-valuation-what-does-vast-data-actually-do","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/50c1548f8f0b3efe390065326953d859e7021854_2_1024x535.jpeg","created_at":"2026-05-28T14:53:30.343Z","last_posted_at":"2026-05-28T14:53:30.440Z","bumped":true,"bumped_at":"2026-05-28T14:53:30.440Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Discover why VAST Data is more than storage. Learn how our AI Operating System simplifies data infrastructure to power global-scale AI models. \nRead more at: Beyond the Valuation: What Does VAST Data Actually Do? - VA…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/5/50c1548f8f0b3efe390065326953d859e7021854.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/50c1548f8f0b3efe390065326953d859e7021854_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/50c1548f8f0b3efe390065326953d859e7021854_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/50c1548f8f0b3efe390065326953d859e7021854_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/50c1548f8f0b3efe390065326953d859e7021854_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":219,"like_count":0,"has_summary":false,"last_poster_username":"itzik.reich","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1040,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Data Stack Is Breaking Under AI Scale","id":1980,"title":"The Data Stack Is Breaking Under AI Scale","slug":"the-data-stack-is-breaking-under-ai-scale","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a_2_1024x535.jpeg","created_at":"2026-05-27T16:19:01.554Z","last_posted_at":"2026-05-27T16:19:01.683Z","bumped":true,"bumped_at":"2026-05-27T16:19:01.683Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Modern AI scale is breaking fragmented data stacks. Learn how VAST Data collapses silos, eliminates "data taxes," and simplifies architecture for the AI era. \nRead more at: The Data Stack Is Breaking Under AI Scale - …","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/5/58c6474681b931f64a607da1b2d13c30ee9a7d3a_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":223,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The End of “Bad I/O”","id":1979,"title":"The End of “Bad I/O”","slug":"the-end-of-bad-i-o","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8_2_1024x535.jpeg","created_at":"2026-05-26T16:43:30.086Z","last_posted_at":"2026-05-26T16:43:30.187Z","bumped":true,"bumped_at":"2026-05-26T16:43:30.187Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Stop optimizing apps for storage. Learn why modern AI demands a rethink of I/O architecture, GPU utilization, and Linux Page Cache to handle data chaos. \nRead more at: The End of “Bad I/O” - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/c/c26c84adc8a522511d379ee07e6b12aa40a1b8e8_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":216,"like_count":0,"has_summary":false,"last_poster_username":"Jim","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":80,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"How Mixed AI Pipeline Workflows and HPC Clusters Stopped Driving I/O Instability at TACC","id":1976,"title":"How Mixed AI Pipeline Workflows and HPC Clusters Stopped Driving I/O Instability at TACC","slug":"how-mixed-ai-pipeline-workflows-and-hpc-clusters-stopped-driving-i-o-instability-at-tacc","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/adce1a3b0b8f29819974029442383b636e0c9627_2_1024x535.jpeg","created_at":"2026-05-21T15:06:34.796Z","last_posted_at":"2026-05-21T15:06:34.896Z","bumped":true,"bumped_at":"2026-05-21T15:06:34.896Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"See how TACC eliminated I/O instability and off-hour calls by moving to VAST Data to manage mixed HPC and AI workloads at massive scale. \nRead more at: How AI Pipelines and HPC Clusters Eliminated I/O Instability at T…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/a/adce1a3b0b8f29819974029442383b636e0c9627.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/adce1a3b0b8f29819974029442383b636e0c9627_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/adce1a3b0b8f29819974029442383b636e0c9627_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/adce1a3b0b8f29819974029442383b636e0c9627_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/a/adce1a3b0b8f29819974029442383b636e0c9627_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":204,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Solving Data Velocity for Enterprise AI with VAST and NVIDIA DGX SuperPOD","id":1975,"title":"Solving Data Velocity for Enterprise AI with VAST and NVIDIA DGX SuperPOD","slug":"solving-data-velocity-for-enterprise-ai-with-vast-and-nvidia-dgx-superpod","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c_2_1024x535.jpeg","created_at":"2026-05-20T13:58:25.417Z","last_posted_at":"2026-05-20T13:58:25.531Z","bumped":true,"bumped_at":"2026-05-20T13:58:25.531Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Solving Data Velocity for Enterprise AI with VAST and NVIDIA DGX SuperPOD \nRead more at: Solving Data Velocity for Enterprise AI with VAST and NVIDIA DGX SuperPOD - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/4/4f97028a16d21c03297baf3ee8c495aa23ec697c_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":201,"like_count":0,"has_summary":false,"last_poster_username":"prasad.venkatachar","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":593,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Navigating SSD Dry Year: The Impact of AI Inference on Cloud-Based Storage Services and NAND Economics","id":1968,"title":"Navigating SSD Dry Year: The Impact of AI Inference on Cloud-Based Storage Services and NAND Economics","slug":"navigating-ssd-dry-year-the-impact-of-ai-inference-on-cloud-based-storage-services-and-nand-economics","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674_2_1024x535.jpeg","created_at":"2026-05-08T14:03:17.666Z","last_posted_at":"2026-05-08T14:03:17.766Z","bumped":true,"bumped_at":"2026-05-08T14:03:17.766Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"AI is rewriting NAND economics. Learn why the SSD "dry year" requires a shift from scaling supply to maximizing software efficiency. \nRead more at: https://www.vastdata.com/blog/navigating-ssd-dry-year-the-impact-of-a…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/1532b5cd80d1dfc989074d0a75b2bed149a89674_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":198,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"The Future of Unstructured Data: When Data Stops Being ‘Data’ in Quantum Systems","id":1967,"title":"The Future of Unstructured Data: When Data Stops Being 'Data' in Quantum Systems","slug":"the-future-of-unstructured-data-when-data-stops-being-data-in-quantum-systems","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535_2_1024x535.jpeg","created_at":"2026-05-07T15:03:41.687Z","last_posted_at":"2026-05-07T15:03:41.847Z","bumped":true,"bumped_at":"2026-05-07T15:03:41.847Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Explore how quantum computing redefines data from stored bits to physical system mappings in this recap of the Shared Everything podcast. \nRead more at: The Future of Unstructured Data: When Data Stops Being 'Data' in…","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/1/12cba6d364219eeaf30e0276ff4116aabe52d535_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":179,"like_count":0,"has_summary":false,"last_poster_username":"nicole.hemsoth-prick","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":1088,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Drones, Rigs, and Sensors: Capturing Data and Delivering AI at the Edge","id":1964,"title":"Drones, Rigs, and Sensors: Capturing Data and Delivering AI at the Edge","slug":"drones-rigs-and-sensors-capturing-data-and-delivering-ai-at-the-edge","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/d4e5272034805629cf58440f9970107809da8add_2_1024x535.jpeg","created_at":"2026-05-04T20:05:20.418Z","last_posted_at":"2026-05-04T20:05:20.512Z","bumped":true,"bumped_at":"2026-05-04T20:05:20.512Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"excerpt":"Drones, Rigs, and Sensors: Capturing Data and Delivering AI at the Edge \nRead more at: Drones, Rigs, and Sensors: Capturing Data and Delivering AI at the Edge - VAST Data","visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"thumbnails":[{"max_width":null,"max_height":null,"width":1200,"height":627,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/original/2X/d/d4e5272034805629cf58440f9970107809da8add.jpeg"},{"max_width":1024,"max_height":1024,"width":1024,"height":535,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/d4e5272034805629cf58440f9970107809da8add_2_1024x535.jpeg"},{"max_width":750,"max_height":750,"width":750,"height":391,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/d4e5272034805629cf58440f9970107809da8add_2_750x391.jpeg"},{"max_width":500,"max_height":500,"width":500,"height":261,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/d4e5272034805629cf58440f9970107809da8add_2_500x261.jpeg"},{"max_width":375,"max_height":375,"width":375,"height":195,"url":"https://us1.discourse-cdn.com/flex022/uploads/thecosmosai/optimized/2X/d/d4e5272034805629cf58440f9970107809da8add_2_375x195.jpeg"}],"tags":[],"tags_descriptions":{},"views":143,"like_count":0,"has_summary":false,"last_poster_username":"derrick.harris","category_id":22,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":2021,"primary_group_id":null,"flair_group_id":null}]}]}}