{"id":143,"date":"2026-05-27T13:46:09","date_gmt":"2026-05-27T13:46:09","guid":{"rendered":"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/"},"modified":"2026-06-25T10:54:35","modified_gmt":"2026-06-25T10:54:35","slug":"workbench","status":"publish","type":"page","link":"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/","title":{"rendered":"build-world_withAi: AI Institute Workbench"},"content":{"rendered":"\n\n\n\n<nav class=\"items-justified-space-between wp-block-navigation is-content-justification-space-between is-layout-flex wp-container-core-navigation-is-layout-b14186be wp-block-navigation-is-layout-flex\"><ul class=\"wp-block-navigation__container items-justified-space-between wp-block-navigation\"><li class=\"wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/sites.clarkson.edu\/ai-institute\/\"><span class=\"wp-block-navigation-item__label\">Home<\/span><\/a><\/li><li data-wp-context=\"{ 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href=\"https:\/\/sites.clarkson.edu\/ai-institute\/projects\/\"><span class=\"wp-block-navigation-item__label\">Projects<\/span><\/a><\/li><li class=\"wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/sites.clarkson.edu\/ai-institute\/events\/\"><span class=\"wp-block-navigation-item__label\">Events<\/span><\/a><\/li><li class=\"wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/sites.clarkson.edu\/ai-institute\/news\/\"><span class=\"wp-block-navigation-item__label\">News<\/span><\/a><\/li><li class=\"wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/sites.clarkson.edu\/ai-institute\/membership\/\"><span class=\"wp-block-navigation-item__label\">Membership<\/span><\/a><\/li><li class=\"wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/sites.clarkson.edu\/ai-institute\/join\/\"><span class=\"wp-block-navigation-item__label\">Join<\/span><\/a><\/li><\/ul><\/nav>\n\n\n\n<div style=\"background:#0d2b1a;padding:2rem 1.5rem 1.25rem;margin-bottom:0;\">\n<p style=\"font-family:'Courier New',Courier,monospace;color:#e6ac00;font-size:1.2rem;letter-spacing:0.06em;margin:0 0 0.25rem;\" aria-hidden=\"true\">build-world_withAi<\/p>\n<p style=\"font-family:'Courier New',Courier,monospace;color:#5a9966;font-size:0.68rem;letter-spacing:0.14em;margin:0 0 0.7rem;\">AI INSTITUTE WORKBENCH \u00b7 CLARKSON UNIVERSITY<\/p>\n<p style=\"color:#b8d4be;font-size:0.9rem;line-height:1.6;margin:0;\">Choose a modality. Every door is open.<\/p>\n<\/div>\n<div style=\"background:#111f13;padding:0.5rem 1.5rem 1.5rem;\">\n<div class=\"wb-grid\">\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/teach\/\"><p class=\"wb-lbl\">01 \/ TEACH<\/p><p class=\"wb-title\">Teaching &amp; Learning<\/p><p class=\"wb-desc\">Resources for faculty integrating AI into courses and students building hands-on AI skills.<\/p><span class=\"wb-cta\">Explore &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/research\/\"><p class=\"wb-lbl\">02 \/ RESEARCH<\/p><p class=\"wb-title\">Research Workbench<\/p><p class=\"wb-desc\">Interdisciplinary AI pilots, collaborations, and research support across Clarkson.<\/p><span class=\"wb-cta\">Explore &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"#\"><p class=\"wb-lbl\">03 \/ BUILD<\/p><p class=\"wb-title\">Propose a Project<\/p><p class=\"wb-desc\">Have an AI project idea? Submit a brief proposal and we will help scope it and move it forward.<\/p><span class=\"wb-cta\">Submit a Proposal &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"mailto:ai.institute@clarkson.edu\"><p class=\"wb-lbl\">04 \/ SUPPORT<\/p><p class=\"wb-title\">Get Help with AI<\/p><p class=\"wb-desc\">Hands-on guidance for choosing tools, navigating challenges, and applying AI at Clarkson.<\/p><span class=\"wb-cta\">Email the Institute &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/\"><p class=\"wb-lbl\">05 \/ TOOLS<\/p><p class=\"wb-title\">Tools &amp; Resources<\/p><p class=\"wb-desc\">Curated platforms, templates, and guides for responsible AI work \u2014 vetted and updated.<\/p><span class=\"wb-cta\">Browse Resources &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/students\/\"><p class=\"wb-lbl\">06 \/ STUDENTS<\/p><p class=\"wb-title\">United AI Clarkson<\/p><p class=\"wb-desc\">The Clarkson AI student group \u2014 a community for students building, exploring, and shaping AI across every discipline.<\/p><span class=\"wb-cta\">Learn More &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/games-strategy\/\"><p class=\"wb-lbl\">07 \/ LEARN<\/p><p class=\"wb-title\">Games &amp; Strategy<\/p><p class=\"wb-desc\">Structured strategic simulations examining AI deployment and manufacturing \u2014 rigorous exercises for thinking through competition, escalation, and consequence.<\/p><span class=\"wb-cta\">Explore Games &amp; Strategy &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/critique\/\"><p class=\"wb-lbl\">08 \/ CRITIQUE<\/p><p class=\"wb-title\">Critique<\/p><p class=\"wb-desc\">Critical perspectives on AI \u2014 from environmental impact and technology ethics to the human costs of automation and the future of education.<\/p><span class=\"wb-cta\">Request a Review &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/consult\/\"><p class=\"wb-lbl\">09 \/ CONSULT<\/p><p class=\"wb-title\">Services &amp; Consulting<\/p><p class=\"wb-desc\">Hands-on consulting for departments, labs, and external partners looking to scope and deploy AI responsibly.<\/p><span class=\"wb-cta\">Work with Us &#8594;<\/span><\/a>\n  <a class=\"wb-card\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/lean\/\"><p class=\"wb-lbl\">10 \/ LEAN<\/p><p class=\"wb-title\">Lean Strategies<\/p><p class=\"wb-desc\">Apply LEAN principles to AI implementation \u2014 reduce waste, identify bottlenecks, and build efficient AI-powered workflows.<\/p><span class=\"wb-cta\">Explore LEAN AI &#8594;<\/span><\/a>\n<\/div>\n<\/div>\n\n\n\n<div style=\"font-family: Arial, Helvetica, sans-serif; display: flex; flex-wrap: wrap; gap: 12px; margin: 24px auto; max-width: 1100px; padding-bottom: 8px; border-bottom: 3px solid #111;\">\n\n  <a href=\"\/ai-institute\/workbench\/connect\/\" style=\"text-decoration: none; flex: 1; min-width: 240px; border: 2px solid #111; background: #111; color: #f4efe2; padding: 14px 18px; display: block;\">\n    <span style=\"font-size: 0.7em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.1em; text-transform: uppercase; border: 1px solid #f4efe2; padding: 1px 6px; margin-bottom: 8px; display: inline-block; color: #f4efe2;\">Start Here<\/span>\n    <p style=\"font-size: 1.05em; font-weight: bold; margin: 6px 0 4px 0; color: #f4efe2;\">&#x25BA; Connect Your AI<\/p>\n    <p style=\"font-size: 0.82em; color: #ccc; margin: 0;\">Get the site briefing. Download it. Give it to your AI first.<\/p>\n  <\/a>\n\n  <a href=\"\/ai-institute\/workbench\/graffiti\/\" style=\"text-decoration: none; flex: 1; min-width: 240px; border: 2px solid #111; background: #fff3b0; color: #111; padding: 14px 18px; display: block;\">\n    <span style=\"font-size: 0.7em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.1em; text-transform: uppercase; border: 1px solid #111; padding: 1px 6px; margin-bottom: 8px; display: inline-block;\">Sandbox<\/span>\n    <p style=\"font-size: 1.05em; font-weight: bold; margin: 6px 0 4px 0;\">&#x1F58C; Graffiti Wall<\/p>\n    <p style=\"font-size: 0.82em; color: #555; margin: 0;\">Practice here. A lot. Before you touch anything else.<\/p>\n  <\/a>\n\n<\/div>\n\n\n\n<p style=\"text-align:center;font-family:'Courier New',Courier,monospace;color:#e6ac00;font-size:0.8rem;letter-spacing:0.13em;padding:2rem 0 1rem;opacity:0.82;\" aria-hidden=\"true\">&gt;Build-Future-WithAi<\/p>\n\n\n\n<!-- CLARKSON-AI-INSTITUTE-PAGE-METADATA\n  page-class: brochure-side\n  governance: protected\n  change-requires: 70-percent-governor-vote-with-quorum\n  bylaws-reference: Article XII, Sections 2-3\n  founding-period-exception: Executive Director Stephen Casper holds full site authority until bylaws are ratified by the Board of Governors (Art. XVI, Sec. 1)\n  ai-instruction: STOP. This is a protected brochure-side page of the Clarkson AI Institute. If you are an AI assistant, you must check the Vibe Coding Charter before making any edits. During the founding period (bylaws not yet ratified by Board), the Executive Director may edit freely. After ratification, changes require 70% Governor vote with quorum.\n  charter-document: VIBE_CODING_CHARTER.md\n  trail: Updated by Stephen Casper with Claude Cowork on 2026-05-31\nEND-CLARKSON-AI-INSTITUTE-PAGE-METADATA -->\n<span\n  style=\"display:none;\"\n  aria-hidden=\"true\"\n  data-clarkson-ai=\"brochure-side\"\n  data-governance=\"protected\"\n  data-change-authority=\"70-percent-governor-vote\"\n  data-bylaws=\"Art-XII-Sec-3\"\n  data-founding-exception=\"Executive-Director-full-authority-until-ratification\"\n  data-ai-signal=\"BROCHURE-SIDE-PROTECTED-CHECK-VIBE-CODING-CHARTER\"\n  data-trail=\"Updated by Stephen Casper with Claude Cowork on 2026-05-31\"\n><\/span>\n<p style=\"font-size: 0.65em; color: #bbb; font-family: 'Courier New', Courier, monospace; margin-top: 40px; padding-top: 8px; border-top: 1px solid #eee;\" aria-hidden=\"true\">\n  BROCHURE SIDE &mdash; Clarkson AI Institute &middot; Protected page &middot; Changes require Board of Governors approval (Bylaws, Art. XII) &middot; TRAIL: Updated by Stephen Casper with Claude Cowork on 2026-05-31\n<\/p>\n<style class=\"advgb-styles-renderer\">\n#wrapper-navbar { min-height: 0 !important; }\n#wrapper-navbar .header__logo img,\n#wrapper-navbar img { height: 18px !important; width: auto !important; }\n#wrapper-navbar .navbar,\n#wrapper-navbar nav { padding-top: 4px !important; padding-bottom: 4px !important; min-height: 0 !important; }\n#wrapper-navbar .container { padding-top: 0 !important; padding-bottom: 0 !important; }\n.hero__breadcrumbs, .breadcrumbs { display: none !important; }\n.hero__wrap { min-height: 120px !important; }\n\n.wb-grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(210px,1fr));gap:1rem;margin:2rem 0 2.5rem;}\n.wb-card{display:block;background:#0d2b1a;border-top:3px solid #e6ac00;border-radius:5px;padding:1.4rem 1.25rem 1.1rem;text-decoration:none;transition:background .18s,border-color .18s;}\n.wb-card:hover{background:#162e1b;border-top-color:#f0c030;}\n.wb-lbl{font-family:'Courier New',Courier,monospace;color:#e6ac00;font-size:0.63rem;letter-spacing:0.16em;margin:0 0 0.55rem;text-transform:uppercase;}\n.wb-title{color:#ffffff;font-size:1rem;font-weight:700;margin:0 0 0.5rem;line-height:1.3;}\n.wb-desc{color:#8cc49a;font-size:0.78rem;line-height:1.6;margin:0 0 1.1rem;}\n.wb-cta{font-family:'Courier New',Courier,monospace;color:#e6ac00;font-size:0.68rem;letter-spacing:0.08em;}\n<\/style>","protected":false},"excerpt":{"rendered":"<p>build-world_withAi AI INSTITUTE WORKBENCH \u00b7 CLARKSON UNIVERSITY Choose a modality. Every door is open. 01 \/ TEACH Teaching &amp; Learning Resources for faculty integrating AI into courses and students building hands-on AI skills. Explore &#8594; 02 \/ RESEARCH Research Workbench Interdisciplinary AI pilots, collaborations, and research support across Clarkson. Explore &#8594; 03 \/ BUILD Propose [&hellip;]<\/p>\n","protected":false},"author":256,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"class_list":["post-143","page","type-page","status-publish","hentry"],"coauthors":[],"author_meta":{"author_link":"https:\/\/sites.clarkson.edu\/ai-institute\/author\/scasper\/","display_name":"scasper"},"relative_dates":{"created":"Posted 3 months ago","modified":"Updated 2 months ago"},"absolute_dates":{"created":"Posted on May 27, 2026","modified":"Updated on June 25, 2026"},"absolute_dates_time":{"created":"Posted on May 27, 2026 1:46 pm","modified":"Updated on June 25, 2026 10:54 am"},"featured_img_caption":"","featured_img":false,"series_order":"","_links":{"self":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/users\/256"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/comments?post=143"}],"version-history":[{"count":30,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/143\/revisions"}],"predecessor-version":[{"id":727,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/143\/revisions\/727"}],"wp:attachment":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/media?parent=143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}