{"id":248,"date":"2026-05-27T19:45:42","date_gmt":"2026-05-27T19:45:42","guid":{"rendered":"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/"},"modified":"2026-06-26T22:51:53","modified_gmt":"2026-06-26T22:51:53","slug":"tools","status":"publish","type":"page","link":"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/","title":{"rendered":"Tools &#038; Resources"},"content":{"rendered":"\n<a href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/\" class=\"wb-backlink\" style=\"position:fixed;top:14px;left:14px;z-index:99999;display:inline-flex;align-items:center;gap:6px;padding:8px 13px;background:rgba(10,12,20,0.72);color:#fff;font:600 12.5px\/1 Arial,Helvetica,sans-serif;letter-spacing:0.04em;text-decoration:none;border:1px solid rgba(255,255,255,0.28);border-radius:999px\">\u2190 Workbench<\/a>\n\n\n\n\n<div style=\"font-family:Arial,Helvetica,sans-serif;max-width:1100px;margin:0 auto 32px;\">\n\n  <div style=\"background:#111;padding:8px 16px 8px;\">\n    <p style=\"font-size:0.62em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.18em;color:#cfcfcf;margin:0;\">Workbench Navigation Board<\/p>\n  <\/div>\n\n  <div style=\"display:flex;flex-wrap:wrap;border-left:3px solid #111;border-right:3px solid #111;border-bottom:3px solid #111;\">\n\n    <details style=\"flex:1;min-width:140px;border-right:1px solid #ddd;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">Blueprints <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">Frameworks and structured approaches for AI implementation.<\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/bp-001\/\" style=\"color:#111;font-weight:bold;\">BP-001: Break the Token Window &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/bp-002\/\" style=\"color:#111;\">BP-002: Think Zebras, Not Horses &rarr;<\/a><\/p>\n<p style=\"margin:0 0 4px 0;color:#595959;font-style:italic;font-size:0.9em;\">A3 for AI &mdash; in development<\/p>\n        <p style=\"margin:0;color:#595959;font-style:italic;font-size:0.9em;\">VSM for AI &mdash; in development<\/p>\n      <\/div>\n    <\/details>\n\n    <details style=\"flex:1;min-width:140px;border-right:1px solid #ddd;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">Jigs <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">Reusable templates and formats for repeatable AI work.<\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#autopsy-table\" style=\"color:#111;\">AI Output Autopsy Template &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#model-cage-match\" style=\"color:#111;\">Model Cage Match Scorecard &rarr;<\/a><\/p>\n                <p style=\"margin:0;color:#595959;font-style:italic;font-size:0.9em;\">More templates &mdash; in development<\/p>\n      <\/div>\n    <\/details>\n\n    <details style=\"flex:1;min-width:140px;border-right:1px solid #ddd;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">Specs <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">200+ AI terms in plain language. Searchable by letter or keyword.<\/p>\n        <p style=\"margin:0 0 6px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/specs\/\" style=\"color:#111;font-weight:bold;\">Open the full glossary &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 6px 0;font-size:0.82em;color:#555;\"><a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-accuracy\" target=\"_blank\" rel=\"noopener\">Accuracy<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-agent\" target=\"_blank\" rel=\"noopener\">Agent<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-embedding\" target=\"_blank\" rel=\"noopener\">Embedding<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-hallucination\" target=\"_blank\" rel=\"noopener\">Hallucination<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-llm\" target=\"_blank\" rel=\"noopener\">LLM<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-rag\" target=\"_blank\" rel=\"noopener\">RAG<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-token\" target=\"_blank\" rel=\"noopener\">Token<\/a> &middot; <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-transformer\" target=\"_blank\" rel=\"noopener\">Transformer<\/a> &middot; and more<\/p>\n      <\/div>\n    <\/details>\n\n    <details style=\"flex:1;min-width:140px;border-right:1px solid #ddd;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">The Rack <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">Curated AI tools, links, and external resources.<\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#open-machines\" style=\"color:#111;\">Open the Machines &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"https:\/\/claude.ai\" target=\"_blank\" rel=\"noopener\" style=\"color:#111;\">Claude &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"https:\/\/chatgpt.com\" target=\"_blank\" rel=\"noopener\" style=\"color:#111;\">ChatGPT &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"https:\/\/notebooklm.google.com\" target=\"_blank\" rel=\"noopener\" style=\"color:#111;\">NotebookLM &rarr;<\/a><\/p>\n        <p style=\"margin:0;color:#595959;font-style:italic;font-size:0.9em;\">Curated resource list &mdash; in development<\/p>\n      <\/div>\n    <\/details>\n\n    <details style=\"flex:1;min-width:140px;border-right:1px solid #ddd;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">Field Notes <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">Documented experiments, failures, and lessons from the bench.<\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#field-notes\" style=\"color:#111;\">Read current field notes &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#add-to-bench\" style=\"color:#111;\">Submit a field note &rarr;<\/a><\/p>\n        <p style=\"margin:0;color:#595959;font-style:italic;font-size:0.9em;\">Field notes grow as the bench is used<\/p>\n      <\/div>\n    <\/details>\n\n    <details style=\"flex:1;min-width:140px;\">\n      <summary style=\"cursor:pointer;padding:14px 12px;background:#fff;font-size:0.78em;font-family:'Courier New',Courier,monospace;text-transform:uppercase;letter-spacing:0.1em;font-weight:bold;list-style:none;display:flex;justify-content:space-between;align-items:center;user-select:none;\">Standards <span style=\"color:#595959;font-weight:normal;\">&#x25BE;<\/span><\/summary>\n      <div style=\"padding:14px 12px;background:#f4efe2;border-top:2px solid #111;font-size:0.82em;line-height:1.6;\">\n        <p style=\"margin:0 0 10px 0;color:#555;\">Institutional guidelines, policies, and safety standards.<\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/workbench\/tools\/#safety-gate\" style=\"color:#111;\">Safety Gate &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/academic-freedom\/\" style=\"color:#111;\">Academic Freedom &rarr;<\/a><\/p>\n        <p style=\"margin:0 0 4px 0;\"><a href=\"\/ai-institute\/governance\/\" style=\"color:#111;\">Governance &amp; Bylaws &rarr;<\/a><\/p>\n        <p style=\"margin:0;color:#595959;font-style:italic;font-size:0.9em;\">AI use policy &mdash; in development<\/p>\n      <\/div>\n    <\/details>\n\n  <\/div>\n<\/div>\n\n\n\n<div id=\"ai-tools-proving-ground\" style=\"font-family: Arial, Helvetica, sans-serif; line-height: 1.55; color: #111; max-width: 1100px; margin: 0 auto;\">\n\n  <!-- ENTRY PANEL -->\n  <div style=\"border: 4px solid #111; padding: 26px; background: #f4efe2; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.8em; letter-spacing: 0.1em; text-transform: uppercase; margin: 0 0 4px 0; font-family: 'Courier New', Courier, monospace;\">\n      Clarkson AI Institute \u2014 Workbench\n    <\/p>\n\n    <h1 style=\"font-size: 2.2em; margin: 0 0 10px 0;\">\n      AI Tools Proving Ground\n    <\/h1>\n\n    <p style=\"font-size: 1.25em; margin: 0 0 16px 0;\">\n      <strong>This is not a directory. This is a stress table.<\/strong>\n    <\/p>\n\n    <p>\n      Open a machine. Run a trial. Break an answer. Forge a <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-prompt\" target=\"_blank\" rel=\"noopener\">prompt<\/a>. Compare models.\n      Leave a field note. Add a warning <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-label\" target=\"_blank\" rel=\"noopener\">label<\/a>.\n    <\/p>\n\n    <p>\n      Every AI tool here is presumed useful, limited, biased, costly, and breakable until proven otherwise.\n      This page is a living workbench for testing AI tools and building shared judgment at Clarkson.\n    <\/p>\n\n    <p style=\"font-size: 0.85em; color: #555; margin: 0 0 18px 0;\">\n      8 stations &nbsp;\u00b7&nbsp; 6 trials &nbsp;\u00b7&nbsp; 7 specimens &nbsp;\u00b7&nbsp; 1 field note &nbsp;\u00b7&nbsp; Bench v1.0 \u2014 May 2026\n    <\/p>\n\n    <div style=\"display: flex; flex-wrap: wrap; gap: 10px; margin-top: 4px;\">\n      <a href=\"#safety-gate\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Safety Gate<\/a>\n      <a href=\"#open-machines\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Open the Machines<\/a>\n      <a href=\"#choose-trial\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Choose a Trial<\/a>\n      <a href=\"#prompt-forge\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Prompt Forge<\/a>\n      <a href=\"#autopsy-table\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Autopsy Table<\/a>\n      <a href=\"#hallucination-zoo\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Hallucination Zoo<\/a>\n      <a href=\"#model-cage-match\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Model Cage Match<\/a>\n      <a href=\"#field-notes\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">Field Notes<\/a>\n    <\/div>\n  <\/div>\n\n  <!-- SAFETY GATE -->\n  <div id=\"safety-gate\" style=\"border: 4px solid #111; padding: 22px; background: #fff3b0; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 00\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Safety Gate: Before You Touch the Machine<\/h2>\n\n    <p>\n      Public AI tools can be useful, but they are not neutral containers. Treat anything you paste into them as material that may leave your control.\n    <\/p>\n\n    <p><strong>Do not paste the following into public AI tools:<\/strong><\/p>\n\n    <ul>\n      <li>student records or identifiable student work without permission<\/li>\n      <li>private institutional information<\/li>\n      <li>personnel information<\/li>\n      <li>health information<\/li>\n      <li>unpublished research data<\/li>\n      <li>confidential partner, grant, legal, or business material<\/li>\n      <li>passwords, <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-api\" target=\"_blank\" rel=\"noopener\">API<\/a> keys, financial information, or protected data<\/li>\n    <\/ul>\n\n    <details style=\"border: 2px solid #111; padding: 14px; background: #fff; margin: 16px 0;\">\n      <summary><strong>\u26a0 Do Not Use AI Tools For \u2014 Quick Reference<\/strong><\/summary>\n      <ul style=\"margin-top: 12px;\">\n        <li><strong>Fabricating citations.<\/strong> AI tools invent sources. Never submit a citation you have not verified exists.<\/li>\n        <li><strong>Diagnosing medical, legal, or financial situations.<\/strong> These require licensed human experts and carry real consequences.<\/li>\n        <li><strong>Grading or evaluating student work without disclosure.<\/strong> Check your course policy and Clarkson&#8217;s academic integrity guidelines.<\/li>\n        <li><strong>Drafting official institutional positions.<\/strong> AI-generated policy language must be reviewed and owned by a human.<\/li>\n        <li><strong>Making personnel decisions.<\/strong> Hiring, <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-evaluation\" target=\"_blank\" rel=\"noopener\">evaluation<\/a>, and discipline require human judgment and legal accountability.<\/li>\n        <li><strong>Replacing peer review, editorial judgment, or expert consultation.<\/strong> Smooth text is not expert knowledge.<\/li>\n        <li><strong>Processing data covered by FERPA, HIPAA, or research consent agreements.<\/strong> If it&#8217;s protected, keep it off public tools.<\/li>\n      <\/ul>\n    <\/details>\n\n    <p>\n      This proving ground is for experimentation, comparison, and learning. Use judgment. When in doubt, do not paste it.\n    <\/p>\n\n    <p>\n      <a href=\"#open-machines\" style=\"border: 2px solid #111; padding: 10px 12px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">\n        I understand. Take me to the bench. \u2192\n      <\/a>\n    <\/p>\n  <\/div>\n\n  <!-- OPEN THE MACHINES -->\n  <div id=\"open-machines\" style=\"border: 4px solid #111; padding: 22px; background: #e8e1d1; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 01\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Open the Machines<\/h2>\n\n    <p>\n      Open two or more tools. Use the same prompt. Do not decide too early which one is &#8220;best.&#8221;\n      A model is only good for a task, under conditions, for a purpose, with a human judging the result.\n    <\/p>\n\n    <div style=\"display: flex; flex-wrap: wrap; gap: 12px; margin-top: 18px;\">\n\n      <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>ChatGPT<\/strong><br>\n        <span style=\"font-size: 0.9em;\">general drafting, analysis, tutoring, coding, image\/file work<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/claude.ai\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>Claude<\/strong><br>\n        <span style=\"font-size: 0.9em;\">writing, synthesis, long-form reasoning, document work<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>Gemini<\/strong><br>\n        <span style=\"font-size: 0.9em;\">Google-connected AI work, general assistance, multimodal tasks<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/copilot.microsoft.com\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>Copilot<\/strong><br>\n        <span style=\"font-size: 0.9em;\">Microsoft ecosystem, workplace tasks, general AI assistance<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/notebooklm.google.com\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>NotebookLM<\/strong><br>\n        <span style=\"font-size: 0.9em;\">source-grounded study, summaries, notes, document exploration<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/www.perplexity.ai\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>Perplexity<\/strong><br>\n        <span style=\"font-size: 0.9em;\">web-grounded search, source discovery, fast orientation<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n      <a href=\"https:\/\/poe.com\/\" target=\"_blank\" rel=\"noopener\" style=\"width: 210px; border: 2px solid #111; background: #fff; color: #111; text-decoration: none; padding: 14px; display: block;\">\n        <strong>Poe<\/strong><br>\n        <span style=\"font-size: 0.9em;\">access to multiple bots and models, subject to free limits<\/span><br>\n        <span style=\"font-size: 0.75em; color: #666; margin-top: 6px; display: block;\">free tier available \u2014 verify current pricing<\/span>\n      <\/a>\n\n    <\/div>\n\n    <p style=\"margin-top: 18px;\">\n      <strong>Important:<\/strong> Links on this rack are for experimentation and comparison. Listing a tool here does not mean Clarkson endorses it for every use. Tool pricing and availability change \u2014 check before relying on any free tier.\n    <\/p>\n  <\/div>\n\n  <!-- CHOOSE A TRIAL -->\n  <div id=\"choose-trial\" style=\"border: 4px solid #111; padding: 22px; background: #fffaf0; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 02\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Choose a Trial<\/h2>\n\n    <p>\n      Do not admire the tool. Test the tool. Pick one trial below and run it in two or more AI systems.\n    <\/p>\n\n    <div style=\"display: flex; flex-wrap: wrap; gap: 14px;\">\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Liar Test<\/h3>\n        <p>Ask a model about something you know well. Look for confident wrongness, fake <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-precision\" target=\"_blank\" rel=\"noopener\">precision<\/a>, missing context, and invented details.<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">Explain [topic I know well]. Include key facts, controversies, and sources of <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-uncertainty\" target=\"_blank\" rel=\"noopener\">uncertainty<\/a>.<\/pre>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Local Test<\/h3>\n        <p>Ask about Clarkson, Potsdam, the North Country, your department, your course, or your lab. Find the edge of the model&#8217;s world.<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">Tell me what you know about [local Clarkson context]. Mark what you are uncertain about.<\/pre>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Bureaucracy Test<\/h3>\n        <p>Give the model a confusing institutional paragraph. Does it clarify the problem, or just make the language smoother?<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">Rewrite this for clarity. Do not hide conflict, ambiguity, cost, responsibility, or tradeoffs.<\/pre>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Power Test<\/h3>\n        <p>Ask who benefits, who pays, who is made invisible, and what labor the <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-ai-system\" target=\"_blank\" rel=\"noopener\">AI system<\/a> hides or shifts.<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">Analyze this AI use case. Who benefits? Who bears the cost? What labor is hidden? What risks are displaced?<\/pre>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Human Test<\/h3>\n        <p>Ask the tool where human expertise, judgment, care, accountability, or refusal must remain central.<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">For this task, identify what AI can help with, what AI should not do, and where a human expert must intervene.<\/pre>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">The Dignity Test<\/h3>\n        <p>Does the tool improve human work, or does it quietly devalue, flatten, deskill, surveil, or accelerate it?<\/p>\n        <pre style=\"white-space: pre-wrap; background: #eee; padding: 10px; font-size: 0.85em;\">Evaluate this workflow. Does it support human dignity and judgment, or does it reduce people to process inputs?<\/pre>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n  <!-- PROMPT FORGE -->\n  <div id=\"prompt-forge\" style=\"border: 4px solid #111; padding: 22px; background: #f0f0f0; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 03\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Prompt Forge<\/h2>\n\n    <p>Prompts are not magic words. They are tools made through heat, pressure, revision, and use.<\/p>\n\n    <div style=\"border: 2px solid #111; padding: 16px; background: #fff; margin-bottom: 16px;\">\n      <h3 style=\"margin-top: 0;\">Raw Metal<\/h3>\n      <pre style=\"white-space: pre-wrap; background: #eee; padding: 12px;\">Tell me about AI in teaching.<\/pre>\n    <\/div>\n\n    <div style=\"border: 2px solid #111; padding: 16px; background: #fff; margin-bottom: 16px;\">\n      <h3 style=\"margin-top: 0;\">Forged Tool<\/h3>\n      <pre style=\"white-space: pre-wrap; background: #eee; padding: 12px;\">I teach a 200-level course at a STEM university. Help me design an AI-use policy that allows brainstorming and revision but prohibits fabricated citations, unacknowledged authorship, and unverified claims.\n\nGive me three versions:\n1. strict\n2. moderate\n3. experimental\n\nFor each version, explain what it assumes about learning, student responsibility, academic integrity, and human judgment.<\/pre>\n    <\/div>\n\n    <div style=\"border: 2px solid #111; padding: 16px; background: #fff;\">\n      <h3 style=\"margin-top: 0;\">Forge Formula<\/h3>\n      <p><strong>Role + Context + Task + Constraints + Output + Verification + Human Judgment<\/strong><\/p>\n      <p>A strong prompt does not just ask for an answer. It tells the tool what role to play, what situation it is inside, what task it must complete, what boundaries it must respect, what form the output should take, what needs checking, and where human judgment matters.<\/p>\n    <\/div>\n  <\/div>\n\n  <!-- AUTOPSY TABLE -->\n  <div id=\"autopsy-table\" style=\"border: 4px solid #111; padding: 22px; background: #f7eadf; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 04\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Autopsy Table<\/h2>\n\n    <p>Bring any AI answer here. Cut it open. Find out what worked, what failed, what was missing, and what still requires human judgment.<\/p>\n\n    <details style=\"border: 2px solid #111; padding: 14px; background: #fff; margin-bottom: 12px;\">\n      <summary><strong>Open the AI Output Autopsy Template<\/strong><\/summary>\n      <pre style=\"white-space: pre-wrap; background: #eee; padding: 12px; margin-top: 12px;\">AI OUTPUT AUTOPSY\n\nTool used:\n\nPrompt used:\n\nWhat seemed useful:\n\nWhat seemed wrong:\n\nUnsupported claims:\n\nMissing context:\n\nHidden assumptions:\n\nWhere it got too smooth:\n\nWhat must be verified:\n\nWhat only a human can judge:\n\nWhat would embarrass me if I used this unedited?\n\nVerdict:\nUse \/ revise \/ verify \/ discard \/ report as specimen<\/pre>\n    <\/details>\n\n    <p>The goal is not to prove that AI is bad. The goal is to stop mistaking smoothness for truth.<\/p>\n  <\/div>\n\n  <!-- HALLUCINATION ZOO -->\n  <div id=\"hallucination-zoo\" style=\"border: 4px solid #111; padding: 22px; background: #eaf4ea; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 05\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\"><a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-hallucination\" target=\"_blank\" rel=\"noopener\">Hallucination<\/a> Zoo<\/h2>\n\n    <p>Failures are specimens. Collect them. Name them. Teach others how to recognize them.<\/p>\n\n    <div style=\"display: flex; flex-wrap: wrap; gap: 14px;\">\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 001: The Fake Citation Beetle<\/h3>\n        <p><strong>Habitat:<\/strong> bibliographies, literature reviews, student papers, grant drafts.<\/p>\n        <p><strong>Behavior:<\/strong> invents plausible article titles, authors, journals, DOIs, or books.<\/p>\n        <p><strong>Detection:<\/strong> search exact titles, verify DOI, check library databases.<\/p>\n        <p><strong>Warning:<\/strong> never trust citations without verification.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 002: The Blandness Fog<\/h3>\n        <p><strong>Habitat:<\/strong> mission statements, strategic plans, emails, policy drafts.<\/p>\n        <p><strong>Behavior:<\/strong> turns sharp ideas into generic institutional vapor.<\/p>\n        <p><strong>Detection:<\/strong> if any university could say it, the fog has arrived.<\/p>\n        <p><strong>Warning:<\/strong> polish can erase thought.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 003: The Overhelpful Intern<\/h3>\n        <p><strong>Habitat:<\/strong> administrative tasks, reports, advising, email, summaries.<\/p>\n        <p><strong>Behavior:<\/strong> confidently completes work it does not understand.<\/p>\n        <p><strong>Detection:<\/strong> look for smooth tone hiding shallow reasoning.<\/p>\n        <p><strong>Warning:<\/strong> useful assistance is not accountability.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 004: The Policy Launderer<\/h3>\n        <p><strong>Habitat:<\/strong> governance documents, rules, procedures, implementation plans.<\/p>\n        <p><strong>Behavior:<\/strong> makes unresolved conflict sound settled.<\/p>\n        <p><strong>Detection:<\/strong> ask what tradeoffs, costs, or responsibilities disappeared.<\/p>\n        <p><strong>Warning:<\/strong> clarity without accountability is camouflage.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 005: The Ethical Vibes Machine<\/h3>\n        <p><strong>Habitat:<\/strong> <a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-ai-ethics\" target=\"_blank\" rel=\"noopener\">AI ethics<\/a> statements, project proposals, classroom policies.<\/p>\n        <p><strong>Behavior:<\/strong> produces reassuring values language without concrete obligations.<\/p>\n        <p><strong>Detection:<\/strong> ask who must do what, when, with what evidence.<\/p>\n        <p><strong>Warning:<\/strong> &#8220;<a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-responsible-ai\" target=\"_blank\" rel=\"noopener\">responsible AI<\/a>&#8221; is not responsible unless someone is responsible.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 006: The Citation Mirage<\/h3>\n        <p><strong>Habitat:<\/strong> web-grounded answers, quick research, policy summaries.<\/p>\n        <p><strong>Behavior:<\/strong> surrounds a weak claim with links that do not actually support it.<\/p>\n        <p><strong>Detection:<\/strong> open the sources and check whether they say what the answer claims.<\/p>\n        <p><strong>Warning:<\/strong> a link is not evidence until read.<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #fff; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Specimen 007: The Confident Paraphrase<\/h3>\n        <p><strong>Habitat:<\/strong> research summaries, literature reviews, policy briefs, student writing.<\/p>\n        <p><strong>Behavior:<\/strong> paraphrases a real source accurately enough to seem reliable, but subtly shifts the meaning \u2014 softening a finding, reversing a qualifier, or dropping a key limitation.<\/p>\n        <p><strong>Detection:<\/strong> read the original source and compare it directly to the AI&#8217;s characterization.<\/p>\n        <p><strong>Warning:<\/strong> the source exists. The interpretation may not.<\/p>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n  <!-- MODEL CAGE MATCH -->\n  <div id=\"model-cage-match\" style=\"border: 4px solid #111; padding: 22px; background: #eef2ff; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 06\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Model Cage Match<\/h2>\n\n    <p>There is no universal &#8220;best AI.&#8221; There is only the best answer for this task, under these conditions, for this purpose, judged by this human.<\/p>\n\n    <p><strong>Instructions:<\/strong><\/p>\n    <ol>\n      <li>Pick one prompt.<\/li>\n      <li>Run it in two or more tools.<\/li>\n      <li>Copy the answers into a document.<\/li>\n      <li>Score the answers using the criteria below.<\/li>\n      <li>Leave a field note if you learn something useful.<\/li>\n    <\/ol>\n\n    <details style=\"border: 2px solid #111; padding: 14px; background: #fff; margin-bottom: 12px;\">\n      <summary><strong>Open the Cage Match Scorecard<\/strong><\/summary>\n      <pre style=\"white-space: pre-wrap; background: #eee; padding: 12px; margin-top: 12px;\">MODEL CAGE MATCH SCORECARD\n\nPrompt:\n\nModels compared:\n\nTask type:\nwriting \/ coding \/ teaching \/ research \/ summarizing \/ critique \/ planning \/ other\n\nMODEL 1:\n\nClarity:\n<a class=\"gls\" href=\"https:\/\/sites.clarkson.edu\/ai-institute\/workbench\/tools\/specs\/#g-accuracy\" target=\"_blank\" rel=\"noopener\">Accuracy<\/a>:\nUsefulness:\nOriginality:\nHumility:\nVerifiability:\nRespect for complexity:\nLikelihood of embarrassing me if used unedited:\n\nMODEL 2:\n\nClarity:\nAccuracy:\nUsefulness:\nOriginality:\nHumility:\nVerifiability:\nRespect for complexity:\nLikelihood of embarrassing me if used unedited:\n\nMODEL 3:\n\nClarity:\nAccuracy:\nUsefulness:\nOriginality:\nHumility:\nVerifiability:\nRespect for complexity:\nLikelihood of embarrassing me if used unedited:\n\nWinner for this task:\n\nWorst failure:\n\nWhat surprised me:\n\nWhat I would verify before using:\n\nHuman judgment required:<\/pre>\n    <\/details>\n  <\/div>\n\n  <!-- FIELD NOTES WALL -->\n  <div id=\"field-notes\" style=\"border: 4px solid #111; padding: 22px; background: #fff; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #f4efe2;\">\n      Station 07\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Field Notes Wall<\/h2>\n\n    <p>This page should improve as people use it. Field notes are short reports from the bench: what someone tried, what worked, what failed, and what others should know.<\/p>\n\n    <div style=\"display: flex; flex-wrap: wrap; gap: 14px;\">\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #ffffe8; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Field Note 001<\/h3>\n        <p><strong>Tool:<\/strong> ChatGPT (GPT-4)<\/p>\n        <p><strong>Task:<\/strong> Generate a bibliography for a literature review on AI in higher education.<\/p>\n        <p><strong>What worked:<\/strong> Produced a well-organized list of plausible-sounding sources quickly. Format was correct and the topic coverage looked comprehensive.<\/p>\n        <p><strong>What failed:<\/strong> Three of the seven articles did not exist. The journal names were real. The authors were real. The titles and DOIs were invented. None of it flagged as uncertain.<\/p>\n        <p><strong>Warning:<\/strong> Never submit a citation you have not independently verified. Bibliographies are a primary habitat of the Fake Citation Beetle (Specimen 001).<\/p>\n        <p><strong>Date:<\/strong> May 2026<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #ffffe8; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Field Note 002<\/h3>\n        <p><strong>Tool:<\/strong> \u2014<\/p>\n        <p><strong>Task:<\/strong> \u2014<\/p>\n        <p><strong>What worked:<\/strong> Submit a real note to replace this placeholder.<\/p>\n        <p><strong>What failed:<\/strong> \u2014<\/p>\n        <p><strong>Warning:<\/strong> \u2014<\/p>\n        <p><strong>Date:<\/strong> \u2014<\/p>\n      <\/div>\n\n      <div style=\"border: 2px solid #111; padding: 16px; background: #ffffe8; width: 300px;\">\n        <h3 style=\"margin-top: 0;\">Field Note 003<\/h3>\n        <p><strong>Tool:<\/strong> \u2014<\/p>\n        <p><strong>Task:<\/strong> \u2014<\/p>\n        <p><strong>What worked:<\/strong> Submit a real note to replace this placeholder.<\/p>\n        <p><strong>What failed:<\/strong> \u2014<\/p>\n        <p><strong>Warning:<\/strong> \u2014<\/p>\n        <p><strong>Date:<\/strong> \u2014<\/p>\n      <\/div>\n\n    <\/div>\n\n    <p style=\"margin-top: 18px;\">Replace placeholder notes with real submissions from faculty, students, staff, and partners. Use the form below.<\/p>\n  <\/div>\n\n  <!-- ADD SOMETHING TO THE BENCH -->\n  <div id=\"add-to-bench\" style=\"border: 4px solid #111; padding: 22px; background: #f4efe2; margin-bottom: 28px;\">\n    <p style=\"font-size: 0.75em; font-family: 'Courier New', Courier, monospace; letter-spacing: 0.12em; text-transform: uppercase; border: 2px solid #111; display: inline-block; padding: 3px 8px; margin: 0 0 10px 0; background: #fff;\">\n      Station 08\n    <\/p>\n\n    <h2 style=\"margin-top: 0;\">Add Something to the Bench<\/h2>\n\n    <p>This proving ground should not be finished. It should accumulate useful traces. Submit something that helped you, surprised you, failed badly, or deserves a warning label.<\/p>\n\n    <ul>\n      <li>a tool note<\/li>\n      <li>a prompt that worked<\/li>\n      <li>a prompt that failed<\/li>\n      <li>a model comparison<\/li>\n      <li>a hallucination specimen<\/li>\n      <li>a classroom use case<\/li>\n      <li>a workflow<\/li>\n      <li>a caution or warning<\/li>\n      <li>a &#8220;do not use this for&#8230;&#8221; note<\/li>\n    <\/ul>\n\n    <p>\n      <a href=\"PASTE-FORM-LINK-HERE\" target=\"_blank\" rel=\"noopener\" style=\"border: 2px solid #111; padding: 12px 14px; background: #fff; color: #111; text-decoration: none; display: inline-block;\">\n        Submit a Field Note \u2192\n      <\/a>\n    <\/p>\n\n    <p style=\"font-size: 0.9em; color: #555;\">Replace the button link above with a Google Form, Microsoft Form, or other intake form. Curate submissions before adding them to the public page.<\/p>\n  <\/div>\n\n  <!-- FOOTER -->\n  <div style=\"border-top: 4px solid #111; padding-top: 18px; margin-top: 30px;\">\n    <p style=\"font-size: 1.1em;\">\n      <strong>Working principle:<\/strong> No AI output leaves the bench without human judgment.\n    <\/p>\n    <p>\n      The Clarkson AI Institute Tools Proving Ground is a living workbench for practical, critical, responsible experimentation.\n      Use the tools. Test the tools. Break the tools. Learn out loud.\n    <\/p>\n    <p style=\"font-size: 0.8em; color: #666; font-family: 'Courier New', Courier, monospace;\">\n      Bench v1.0 \u2014 Clarkson AI Institute \u2014 May 2026\n    <\/p>\n  <\/div>\n\n<\/div>\n<style class=\"advgb-styles-renderer\">\n#wrapper-navbar,.site-header,.hero__breadcrumbs,.breadcrumbs,.entry-header,\nfooter.site-footer,.footer-widgets,.navbar,nav.navbar,.wp-block-navigation,.wp-block-template-part{display:none!important}\n.col-md.content-area{padding:0!important}\n.entry-content.container{max-width:100%!important;padding:0!important;margin:0!important}\n.site-main,.row{padding:0!important;margin:0!important}\nbody{padding-top:0!important;background:#fff}\n\n.gls{color:inherit;text-decoration:none;border-bottom:1px dotted rgba(255,205,0,.6);transition:.15s;}\n.gls:hover{color:#ffcd00;border-bottom-color:#ffcd00;}\n<\/style>","protected":false},"excerpt":{"rendered":"<p>\u2190 Workbench Workbench Navigation Board Blueprints &#x25BE; Frameworks and structured approaches for AI implementation. BP-001: Break the Token Window &rarr; BP-002: Think Zebras, Not Horses &rarr; A3 for AI &mdash; in development VSM for AI &mdash; in development Jigs &#x25BE; Reusable templates and formats for repeatable AI work. AI Output Autopsy Template &rarr; Model Cage [&hellip;]<\/p>\n","protected":false},"author":256,"featured_media":0,"parent":143,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"class_list":["post-248","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 26, 2026"},"absolute_dates_time":{"created":"Posted on May 27, 2026 7:45 pm","modified":"Updated on June 26, 2026 10:51 pm"},"featured_img_caption":"","featured_img":false,"series_order":"","_links":{"self":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/248","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=248"}],"version-history":[{"count":13,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/248\/revisions"}],"predecessor-version":[{"id":758,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/248\/revisions\/758"}],"up":[{"embeddable":true,"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/pages\/143"}],"wp:attachment":[{"href":"https:\/\/sites.clarkson.edu\/ai-institute\/wp-json\/wp\/v2\/media?parent=248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}