{"id":6721,"date":"2026-09-28T11:59:54","date_gmt":"2026-09-28T15:59:54","guid":{"rendered":"https:\/\/www.amlight.net\/?p=6721"},"modified":"2026-09-28T12:11:19","modified_gmt":"2026-09-28T16:11:19","slug":"newsletter-july-september-2017-2-2-3-2-2-2-2-2-2-2-2-2-4-2-2-2-2-2-2-2-2-2-2-2-2-2","status":"publish","type":"post","link":"https:\/\/www.amlight.net\/?p=6721","title":{"rendered":"AmLight Putting AI to Work in Network Operations"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;--awb-margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-text-transform:none;\"><table id=\"templateContainer\" border=\"0\" width=\"600\" cellspacing=\"0\" cellpadding=\"0\" align=\"center\">\n<tbody>\n<tr>\n<td align=\"center\" valign=\"top\"><\/td>\n<\/tr>\n<tr>\n<td align=\"center\" valign=\"top\">\n<table id=\"templateHeader\" border=\"0\" width=\"600\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td class=\"headerContainer\" valign=\"top\">\n<table class=\"mcnImageBlock\" border=\"0\" width=\"100%\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody class=\"mcnImageBlockOuter\">\n<tr>\n<td class=\"mcnImageBlockInner\" valign=\"top\"><img decoding=\"async\" class=\"alignnone wp-image-6434\" src=\"https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-300x50.png\" alt=\"\" width=\"600\" height=\"100\" srcset=\"https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-200x33.png 200w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-300x50.png 300w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-400x67.png 400w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-600x100.png 600w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-768x128.png 768w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-800x133.png 800w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1-1024x171.png 1024w, https:\/\/www.amlight.net\/wp-content\/uploads\/2026\/01\/AmLightExP_newletter_banner-1200x200-1.png 1200w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table class=\"mcnTextBlock\" border=\"0\" width=\"100%\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody class=\"mcnTextBlockOuter\">\n<tr>\n<td class=\"mcnTextBlockInner\" valign=\"top\">\n<table class=\"mcnTextContentContainer\" border=\"0\" width=\"100%\" cellspacing=\"0\" cellpadding=\"0\" align=\"left\">\n<tbody>\n<tr>\n<td class=\"mcnTextContent\" valign=\"top\">\n<div><\/div>\n<div style=\"text-align: center;\"><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<tr>\n<td align=\"center\" valign=\"top\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 hundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-overflow:visible;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-2\" style=\"--awb-text-transform:none;\"><p class=\"isSelectedEnd\">Join us on <strong>October 16 at 2:00 p.m. ET<\/strong> for the ESnet CI Engineering Lunch &amp; Learn, where we\u2019ll explore <strong>OpsSteward.ai<\/strong>, an AI-powered operator assistant being developed for <strong>AmLight<\/strong>.<\/p>\n<p class=\"isSelectedEnd\">The session will show how AI can help network engineers <strong>answer operational questions, correlate network events, understand service dependencies, validate changes, and draft maintenance procedures <\/strong>while keeping engineers firmly in control of operational decisions.<\/p>\n<p class=\"isSelectedEnd\">We\u2019ll also explore how <strong>network topology, graph databases, operational history, and the Model Context Protocol (MCP)<\/strong> can provide AI with the context and evidence needed to produce useful, inspectable results.<\/p>\n<p class=\"isSelectedEnd\">No prior AI or machine learning experience is required.<br \/>\nOctober 16 | 2:00\u20133:00 p.m. ET<br \/>\nFree \u2014 no registration required<\/p>\n<p class=\"isSelectedEnd\">Learn more and join the session: <a href=\"https:\/\/www.es.net\/science-engagement\/ci-engineering-lunch-and-learn-series\" target=\"_blank\" rel=\"noopener\">ESnet CI Engineering Lunch &amp; Learn Series<\/a><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":6373,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,6,69],"tags":[],"class_list":["post-6721","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-front-page","category-news_events","category-news-2026"],"_links":{"self":[{"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/posts\/6721","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.amlight.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6721"}],"version-history":[{"count":3,"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/posts\/6721\/revisions"}],"predecessor-version":[{"id":6724,"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/posts\/6721\/revisions\/6724"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.amlight.net\/index.php?rest_route=\/wp\/v2\/media\/6373"}],"wp:attachment":[{"href":"https:\/\/www.amlight.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.amlight.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.amlight.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}