{"id":50134,"date":"2026-08-03T21:51:00","date_gmt":"2026-08-03T19:51:00","guid":{"rendered":"http:\/\/stocks-future.com\/?guid=718e0b3cae4882c217dffa644adb8656"},"modified":"2026-08-03T21:51:00","modified_gmt":"2026-08-03T19:51:00","slug":"from-closed-apis-to-open-models-serve-your-own-tokens","status":"publish","type":"post","link":"https:\/\/stocks-future.com\/?p=50134","title":{"rendered":"From Closed APIs to Open Models: Serve Your Own Tokens"},"content":{"rendered":"<p class=\"bwalignc\">\n<i>NeuReality to demo NR-NEXUS at Ai4 Las Vegas: 15x more concurrent inference sessions and 3.3x more output tokens from the same GPU fleet<\/i><\/p><p class=\"bwalignl\">LAS VEGAS--(BUSINESS WIRE)--NeuReality<\/p><table cellspacing=\"0\" class=\"bwtablemarginb bwblockalignl bwwidth100\">\n<tr>\n<td class=\"bwwidth20 bwvertalignt bwalignl\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin bwalignl\">\n<b>WHAT:<\/b><\/p><\/td><td class=\"bwwidth2\" colspan=\"1\" rowspan=\"1\">\u00a0<\/td>\n<td class=\"bwvertalignt bwpadl0 bwwidth78\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin\">\n<a  href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.neureality.ai%2F&amp;esheet=54582468&amp;newsitemid=20260803709999&amp;lan=en-US&amp;anchor=NeuReality&amp;index=1&amp;md5=76052c681c94edabbe3dc71aa19bfcd1\" rel=\"nofollow\" shape=\"rect\">NeuReality<\/a>, a pioneer in purpose-built AI inference infrastructure, will demo <a  href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.neureality.ai%2Fnexus%2F&amp;esheet=54582468&amp;newsitemid=20260803709999&amp;lan=en-US&amp;anchor=NR-NEXUS&amp;index=2&amp;md5=7e359f0665f98c048b49306ca50dc062\" rel=\"nofollow\" shape=\"rect\">NR-NEXUS<\/a>, its AI inference operating system for production AI token factories, at Ai4 2026 as a Gold Sponsor.<\/p><\/td><\/tr>\n<tr>\n<td class=\"bwwidth20 bwvertalignt bwalignl\" colspan=\"1\" rowspan=\"1\"><p class=\"bwalignl bwcellpmargin\">\n<b>WHEN:<\/b><\/p><\/td><td class=\"bwwidth2\" colspan=\"1\" rowspan=\"1\">\u00a0<\/td>\n<td class=\"bwvertalignt bwpadl0 bwwidth78\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin\">\nAug. 4\u20136, 2026<\/p><\/td><\/tr>\n<tr>\n<td class=\"bwwidth20 bwvertalignt bwalignl\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin bwalignl\">\n<b>WHERE:<\/b><\/p><\/td><td class=\"bwwidth2\" colspan=\"1\" rowspan=\"1\">\u00a0<\/td>\n<td class=\"bwvertalignt bwpadl0 bwwidth78\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin\">\nThe Venetian Resort, Las Vegas, Nevada. Exhibit Hall, booth #1259<\/p><\/td><\/tr>\n<tr>\n<td class=\"bwwidth20 bwvertalignt bwalignl\" colspan=\"1\" rowspan=\"1\"><p class=\"bwalignl bwcellpmargin\">\n<b>MEDIA CONTACT:<\/b><\/p><\/td><td class=\"bwwidth2\" colspan=\"1\" rowspan=\"1\">\u00a0<\/td>\n<td class=\"bwvertalignt bwpadl0 bwwidth78\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin\">\nJoe Livarchik, Voxus PR, <a  href=\"mailto:jlivarchik@voxuspr.com\" rel=\"nofollow\" shape=\"rect\">jlivarchik@voxuspr.com<\/a><\/p><\/td><\/tr>\n<tr>\n<td class=\"bwwidth20 bwvertalignt bwalignl\" colspan=\"1\" rowspan=\"1\"><p class=\"bwalignl bwcellpmargin\">\n\u00a0<\/p><\/td><td class=\"bwwidth2\" colspan=\"1\" rowspan=\"1\">\u00a0<\/td>\n<td class=\"bwvertalignt bwpadl0 bwwidth78\" colspan=\"1\" rowspan=\"1\"><p class=\"bwcellpmargin\">\nMedia are invited to book a live demo and briefing at booth #1259.<\/p><\/td><\/tr>\n<\/table><p>\n<b>Why it matters:<\/b> Enterprises are moving to open models, and the infrastructure layer is where the savings are won or lost. Open-source models remove the per-token toll. Capturing that saving depends on infrastructure that can do what closed providers handle behind their API: routing, scaling, GPU orchestration, and the plumbing that keeps a model fast under real production loads.<\/p><br\/><a href=\"https:\/\/mms.businesswire.com\/media\/20260803709999\/en\/2866380\/5\/NeuReality_MainLogo_RGB24x_1.jpg\"><img src=\"https:\/\/mms.businesswire.com\/media\/20260803709999\/en\/2866380\/22\/NeuReality_MainLogo_RGB24x_1.jpg\" \/><\/a><br\/><a href=\"https:\/\/mms.businesswire.com\/media\/20260803709999\/en\/2866380\/5\/NeuReality_MainLogo_RGB24x_1.jpg\"><img src=\"https:\/\/mms.businesswire.com\/media\/20260803709999\/en\/2866380\/21\/NeuReality_MainLogo_RGB24x_1.jpg\" \/><\/a><p>\n<b>What you'll see:<\/b> NR-NEXUS closes that gap. At booth #1259, NeuReality will show enterprises how to run and optimize inference on open-source models, tuning each workload for cost or performance based on use case and custom requirements. A built-in planner projects token output and validates that a configuration will meet its Service Level Objective before deployment, so teams size their infrastructure correctly the first time and stop discovering problems in production.<\/p><p>\nLive demonstrations will cover how organizations can:<\/p><ul class=\"bwlistdisc\">\n<li>\nIncrease AI infrastructure utilization and token output while reducing infrastructure costs<\/li>\n<li>\nSimplify inference orchestration across existing and heterogeneous AI environments<\/li>\n<li>\nBuild scalable, production-ready AI token factories for enterprise and cloud deployments<\/li>\n<\/ul><p>\n\"Most enterprises already own the GPUs they need to run open models in production, and they are getting a fraction of the output those GPUs can deliver,\" said Moshe Tanach, CEO of NeuReality. \"NR-NEXUS closes that gap at the system level. We are demonstrating it live at Ai4: 15x more concurrent inference sessions and 3.3x more output tokens from the same fleet. When you own the model and the infrastructure under it, you own your token factory.\"<\/p><p>\nTo schedule a meeting with NeuReality during Ai4 2026, contact <a  href=\"mailto:elann@neureality.ai\" rel=\"nofollow\" shape=\"rect\">elann@neureality.ai<\/a>.<\/p><p>\nFor more information about NeuReality, visit <a  href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.neureality.ai&amp;esheet=54582468&amp;newsitemid=20260803709999&amp;lan=en-US&amp;anchor=www.neureality.ai&amp;index=3&amp;md5=bc565c2e2af369a00e152a79bdb223a0\" rel=\"nofollow\" shape=\"rect\">www.neureality.ai<\/a>. Learn more about Ai4 2026 at <a  href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.ai4.io&amp;esheet=54582468&amp;newsitemid=20260803709999&amp;lan=en-US&amp;anchor=www.ai4.io&amp;index=4&amp;md5=878a769c9810f7de984095b7dd11a9d2\" rel=\"nofollow\" shape=\"rect\">www.ai4.io<\/a>.<\/p><p>\n<b>About NeuReality<\/b><\/p><p>\nFounded in 2019, NeuReality is a pioneer in purpose-built inference infrastructure for AI factories. Based on an open, standards-based approach, NR-NEXUS\u00ae and NR2 AI-SuperNIC\u00ae, built on the foundation of NR1 AI-CPU\u00ae and NR1 Inference Appliance, are designed to operate across heterogeneous AI environments and support an agentic future with multi-purpose token-serving infrastructure. NeuReality has offices in Israel, Poland, and the United States. To learn more, visit <a  href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fwww.neureality.ai&amp;esheet=54582468&amp;newsitemid=20260803709999&amp;lan=en-US&amp;anchor=www.neureality.ai&amp;index=5&amp;md5=3bf172a0e60ea02c30803f16e7dea059\" rel=\"nofollow\" shape=\"rect\">www.neureality.ai<\/a>.<\/p><br\/> <b>Contacts<\/b> <br\/><p>\n<b>Media Contact:\n<br\/><\/b>Joe Livarchik, Voxus PR, <a  href=\"mailto:jlivarchik@voxuspr.com\" rel=\"nofollow\" shape=\"rect\">jlivarchik@voxuspr.com<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>NeuReality to demo NR-NEXUS at Ai4 Las Vegas: 15x more concurrent inference sessions and 3.3x more output tokens from the same GPU fleetLAS VEGAS&#8211;(BUSINESS WIRE)&#8211;NeuReality<\/p>\n<p>WHAT:\u00a0<\/p>\n<p>NeuReality, a pioneer in purpose-built AI inference infrastructure&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50134","post","type-post","status-publish","format-standard","hentry","category-infos-businesswire"],"_links":{"self":[{"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/posts\/50134","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/stocks-future.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=50134"}],"version-history":[{"count":1,"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/posts\/50134\/revisions"}],"predecessor-version":[{"id":50135,"href":"https:\/\/stocks-future.com\/index.php?rest_route=\/wp\/v2\/posts\/50134\/revisions\/50135"}],"wp:attachment":[{"href":"https:\/\/stocks-future.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=50134"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stocks-future.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=50134"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stocks-future.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=50134"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}