{"id":8732,"date":"2026-10-06T16:38:37","date_gmt":"2026-10-06T16:38:37","guid":{"rendered":"https:\/\/suprmind.ai\/hub\/?page_id=8732"},"modified":"2026-10-07T19:58:02","modified_gmt":"2026-10-07T19:58:02","slug":"data-lab","status":"publish","type":"page","link":"https:\/\/suprmind.ai\/hub\/data-lab\/","title":{"rendered":"Suprmind Data Lab"},"content":{"rendered":"\n<div class=\"suprmind-pricing-page\">\n\n<div class=\"pricing-hero pricing-hero--split\" style=\"margin-top: 55px;\">\n    <div class=\"pricing-hero__content\">\n    <span class=\"pricing-label\" style=\"font-size:16px;\">Original AI Research, Made in a Five-AI Thread<\/span>\n    <h1>Suprmind Data Lab: <br>Original AI Research <br>That Survived Five <br>Harsh but Fair AIs<\/h1>\n    <p class=\"subtitle\"><strong>Every Data Lab study starts as an idea pasted into a Suprmind thread, where five frontier AIs try to take it apart.<\/strong> The few that survive get scoped to real data, briefed, and run through Research Symphony. Three made it out so far: 1,324 production turns scored, 178 model releases tracked and six hallucination benchmarks cross-referenced.<\/p>\n        <ul class=\"hero-models-bar\" aria-label=\"Frontier AI models included\">\n            <li class=\"hero-model-pill hero-model-pill-grok\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"currentColor\" fill-rule=\"evenodd\" aria-hidden=\"true\"><path d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n                <span>Grok<\/span>\n            <\/li>\n            <li class=\"hero-model-pill hero-model-pill-perplexity\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M22.398 7.09h-2.31V.068l-7.51 6.354V.158h-1.156v6.196L4.49 0v7.09H1.602v10.397H4.49V24l6.933-6.36v6.201h1.155v-6.047l6.932 6.181v-6.488h2.888zm-3.466-4.531v4.53h-5.355zm-13.286.067l4.869 4.464h-4.87zM2.758 16.332V8.245h7.847L4.49 14.36v1.972zm2.888 5.04v-6.534l5.776-5.776v7.011zm12.708.025l-5.776-5.15V9.061l5.776 5.776zm2.889-5.065H19.51V14.36l-6.115-6.115h7.848z\"\/><\/svg>\n                <span>Perplexity<\/span>\n            <\/li>\n            <li class=\"hero-model-pill hero-model-pill-claude\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M17.304 3.541h-3.672l6.696 16.918H24Zm-10.608 0L0 20.459h3.744l1.37-3.553h7.005l1.369 3.553h3.744L10.536 3.541Zm-.371 10.223L8.616 7.82l2.291 5.945Z\"\/><\/svg>\n                <span>Claude<\/span>\n            <\/li>\n            <li class=\"hero-model-pill hero-model-pill-chatgpt\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M22.282 9.821a6 6 0 0 0-.516-4.91a6.05 6.05 0 0 0-6.51-2.9A6.065 6.065 0 0 0 4.981 4.18a6 6 0 0 0-3.998 2.9a6.05 6.05 0 0 0 .743 7.097a5.98 5.98 0 0 0 .51 4.911a6.05 6.05 0 0 0 6.515 2.9A6 6 0 0 0 13.26 24a6.06 6.06 0 0 0 5.772-4.206a6 6 0 0 0 3.997-2.9a6.06 6.06 0 0 0-.747-7.073M13.26 22.43a4.48 4.48 0 0 1-2.876-1.04l.141-.081l4.779-2.758a.8.8 0 0 0 .392-.681v-6.737l2.02 1.168a.07.07 0 0 1 .038.052v5.583a4.504 4.504 0 0 1-4.494 4.494M3.6 18.304a4.47 4.47 0 0 1-.535-3.014l.142.085l4.783 2.759a.77.77 0 0 0 .78 0l5.843-3.369v2.332a.08.08 0 0 1-.033.062L9.74 19.95a4.5 4.5 0 0 1-6.14-1.646M2.34 7.896a4.5 4.5 0 0 1 2.366-1.973V11.6a.77.77 0 0 0 .388.677l5.815 3.354l-2.02 1.168a.08.08 0 0 1-.071 0l-4.83-2.786A4.504 4.504 0 0 1 2.34 7.872zm16.597 3.855l-5.833-3.387L15.119 7.2a.08.08 0 0 1 .071 0l4.83 2.791a4.494 4.494 0 0 1-.676 8.105v-5.678a.79.79 0 0 0-.407-.667m2.01-3.023l-.141-.085l-4.774-2.782a.78.78 0 0 0-.785 0L9.409 9.23V6.897a.07.07 0 0 1 .028-.061l4.83-2.787a4.5 4.5 0 0 1 6.68 4.66zm-12.64 4.135l-2.02-1.164a.08.08 0 0 1-.038-.057V6.075a4.5 4.5 0 0 1 7.375-3.453l-.142.08L8.704 5.46a.8.8 0 0 0-.393.681zm1.097-2.365l2.602-1.5l2.607 1.5v2.999l-2.597 1.5l-2.607-1.5Z\"\/><\/svg>\n                <span>ChatGPT<\/span>\n            <\/li>\n            <li class=\"hero-model-pill hero-model-pill-gemini\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M11.04 19.32Q12 21.51 12 24q0-2.49.93-4.68q.96-2.19 2.58-3.81t3.81-2.55Q21.51 12 24 12q-2.49 0-4.68-.93a12.3 12.3 0 0 1-3.81-2.58a12.3 12.3 0 0 1-2.58-3.81Q12 2.49 12 0q0 2.49-.96 4.68q-.93 2.19-2.55 3.81a12.3 12.3 0 0 1-3.81 2.58Q2.49 12 0 12q2.49 0 4.68.96q2.19.93 3.81 2.55t2.55 3.81\"\/><\/svg>\n                <span>Gemini<\/span>\n            <\/li>\n        <\/ul>\n        <div class=\"hero-cta-group\" style=\"margin-top: 40px;\">\n            <a href=\"https:\/\/suprmind.ai\/signup\/spark\" class=\"btn-primary\" data-cta-position=\"hero\" data-cta-provider=\"suprmind\" data-cta-variant=\"data-lab\">Let the AIs Take Your Idea Apart &rarr;<\/a>\n            <a href=\"https:\/\/suprmind.ai\/hub\/pricing\/\" class=\"btn-secondary\" data-cta-position=\"hero-secondary\" data-cta-provider=\"suprmind\" data-cta-variant=\"data-lab\">See Pricing<\/a>\n        <\/div>\n    <\/div>\n    <div class=\"pricing-hero__demo\">\n\n<!-- ============================================================\n  Suprmind \u2014 Simplified Sequential-mode chat demo (two-turn)\n  WPCode snippet \u00b7 type HTML \u00b7 Insert Method \"Shortcode\" -> [chat_demo]\n\n  Component only: chat card + animation state CSS + driver script.\n  Heading, disclaimer and outer width wrapper stay IN THE PAGE, e.g.:\n    <div style=\"max-width:850px;margin:70px auto 0\">\n      <div class=\"section-label\" style=\"text-align:center\">...<\/div>\n      <h2 style=\"text-align:center\">...<\/h2>\n      <div class=\"cx-verify\">...disclaimer...<\/div>\n      [chat_demo]\n    <\/div>\n\n  Depends on (already site-wide): .sm-chat-demo__* base styles in the\n  child theme suprmind-components.css. Driver: \/hub\/wp-content\/uploads\/\n  smx-demo.js (static file; edit prompts\/timing there, bump ?v= below).\n  One demo per page: the driver binds the FIRST [data-smx-demo] only.\n============================================================= -->\n<style>\n  \/* wrapper layout normally supplied by supr-* page templates\n     (scoped to .suprmind-pricing-page) - carried here so the\n     component renders the same on ANY template *\/\n  .pricing-hero__demo{width:100%;text-align:left;min-width:0}\n<\/style>\n<div class=\"pricing-hero__demo\">\n        <div class=\"sm-chat-demo\" data-smx-demo>\n          <div class=\"sm-chat-demo__topbar\">\n            <div class=\"sm-chat-demo__dots\">\n              <span><\/span><span><\/span><span><\/span>\n            <\/div>\n            <span class=\"sm-chat-demo__title\">Simplified \u00b7 Sequential mode<\/span>\n            <span class=\"sm-chat-demo__active\">5 models active<\/span>\n          <\/div>\n\n          <div class=\"sm-chat-demo__body\" data-smx-body>\n\n            <!-- Turn 1: user question -->\n            <div class=\"sm-chat-demo__userrow\" data-smx-userrow=\"0\">\n              <div class=\"sm-chat-demo__userbubble\">\n                <span data-smx-prompt><\/span><span class=\"sm-chat-demo__cursor\" data-smx-cursor><\/span>\n              <\/div>\n            <\/div>\n\n            <!-- Turn 1: five AI responses -->\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"0\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #10A37F55; background:#10A37F10;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#10A37F\" aria-hidden=\"true\"><path d=\"M22.282 9.821a5.985 5.985 0 0 0-.516-4.91 6.046 6.046 0 0 0-6.51-2.9A6.065 6.065 0 0 0 4.981 4.18a5.985 5.985 0 0 0-3.998 2.9 6.046 6.046 0 0 0 .743 7.097 5.98 5.98 0 0 0 .51 4.911 6.051 6.051 0 0 0 6.515 2.9A5.985 5.985 0 0 0 13.26 24a6.056 6.056 0 0 0 5.772-4.206 5.99 5.99 0 0 0 3.997-2.9 6.056 6.056 0 0 0-.747-7.073zM13.26 22.43a4.476 4.476 0 0 1-2.876-1.04l.141-.081 4.779-2.758a.795.795 0 0 0 .392-.681v-6.737l2.02 1.168a.071.071 0 0 1 .038.052v5.583a4.504 4.504 0 0 1-4.494 4.494zM3.6 18.304a4.47 4.47 0 0 1-.535-3.014l.142.085 4.783 2.759a.771.771 0 0 0 .78 0l5.843-3.369v2.332a.08.08 0 0 1-.033.062L9.74 19.95a4.5 4.5 0 0 1-6.14-1.646zM2.34 7.896a4.485 4.485 0 0 1 2.366-1.973V11.6a.766.766 0 0 0 .388.676l5.815 3.355-2.02 1.168a.076.076 0 0 1-.071 0l-4.83-2.786A4.504 4.504 0 0 1 2.34 7.872zm16.597 3.855l-5.833-3.387L15.119 7.2a.076.076 0 0 1 .071 0l4.83 2.791a4.494 4.494 0 0 1-.676 8.105v-5.678a.79.79 0 0 0-.407-.667zm2.01-3.023l-.141-.085-4.774-2.782a.776.776 0 0 0-.785 0L9.409 9.23V6.897a.066.066 0 0 1 .028-.061l4.83-2.787a4.5 4.5 0 0 1 6.68 4.66zm-12.64 4.135l-2.02-1.164a.08.08 0 0 1-.038-.057V6.075a4.5 4.5 0 0 1 7.375-3.453l-.142.08L8.704 5.46a.795.795 0 0 0-.393.681zm1.097-2.365l2.602-1.5 2.607 1.5v2.999l-2.597 1.5-2.607-1.5Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">ChatGPT<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#10b98150; color:#10b981;\">leans yes<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Surface read says yes. The target could double our addressable market, and $42M equals 6x its stated ARR. On the headline numbers, the strategic case looks plausible.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"1\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #D9775755; background:#D9775710;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#D97757\" aria-hidden=\"true\"><path d=\"M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Claude<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#ef444450; color:#ef4444;\">flag<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">The retention figure breaks the headline case. At 78% net revenue retention, the existing customer base contracts every year, so a 6x ARR price assumes growth the current economics do not support.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"2\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #22D3EE55; background:#22D3EE10;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#22D3EE\" aria-hidden=\"true\"><path d=\"M22.398 7.09h-2.31V.068l-7.51 6.354V.158h-1.156v6.196L4.49 0v7.09H1.602v10.397H4.49V24l6.933-6.36v6.201h1.155v-6.047l6.932 6.181v-6.488h2.888zm-3.466-4.531v4.53h-5.355zm-13.286.067l4.869 4.464h-4.87zM2.758 16.332V8.245h7.847L4.49 14.36v1.972zm2.888 5.04v-6.534l5.776-5.776v7.011zm12.708.025l-5.776-5.15V9.061l5.776 5.776zm2.889-5.065H19.51V14.36l-6.115-6.115h7.848z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Perplexity<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#22d3ee50; color:#22d3ee;\">correction<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">The precedent cited in the target's deck cannot be verified in the supplied files, so it should not anchor the valuation. The price case now depends on retention recovery and credible cross-sell evidence.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"3\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #4285F455; background:#4285F410;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#4285F4\" aria-hidden=\"true\"><path d=\"M12 24A14.304 14.304 0 0 0 0 12 14.304 14.304 0 0 0 12 0a14.305 14.305 0 0 0 12 12 14.305 14.305 0 0 0-12 12Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Gemini<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#a1a1aa50; color:#a1a1aa;\">revised<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Revising my read. Once the unverified precedent is removed and retention is priced correctly, the bull case loses its anchor. At $42M, the acquisition does not clear a reasonable diligence threshold.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"4\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #E11D4855; background:#E11D4810;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#E11D48\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Grok<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#f59e0b50; color:#f59e0b;\">pushes back<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Pushing back on the pile-on: weak retention does not make the asset worthless. A lower entry price, founder-retention earn-out and evidence of recoverable churn could preserve the strategic case. But those conditions need contractual proof.<\/div>\n              <\/div>\n            <\/div>\n\n            <!-- Turn 2: user follow-up -->\n            <div class=\"sm-chat-demo__userrow\" data-smx-userrow=\"1\" data-smx-anim>\n              <div class=\"sm-chat-demo__userbubble\">\n                <span data-smx-prompt><\/span><span class=\"sm-chat-demo__cursor\" data-smx-cursor style=\"display:none;\"><\/span>\n              <\/div>\n            <\/div>\n\n            <!-- Turn 2: five AI responses -->\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"5\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #10A37F55; background:#10A37F10;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#10A37F\" aria-hidden=\"true\"><path d=\"M22.282 9.821a5.985 5.985 0 0 0-.516-4.91 6.046 6.046 0 0 0-6.51-2.9A6.065 6.065 0 0 0 4.981 4.18a5.985 5.985 0 0 0-3.998 2.9 6.046 6.046 0 0 0 .743 7.097 5.98 5.98 0 0 0 .51 4.911 6.051 6.051 0 0 0 6.515 2.9A5.985 5.985 0 0 0 13.26 24a6.056 6.056 0 0 0 5.772-4.206 5.99 5.99 0 0 0 3.997-2.9 6.056 6.056 0 0 0-.747-7.073zM13.26 22.43a4.476 4.476 0 0 1-2.876-1.04l.141-.081 4.779-2.758a.795.795 0 0 0 .392-.681v-6.737l2.02 1.168a.071.071 0 0 1 .038.052v5.583a4.504 4.504 0 0 1-4.494 4.494zM3.6 18.304a4.47 4.47 0 0 1-.535-3.014l.142.085 4.783 2.759a.771.771 0 0 0 .78 0l5.843-3.369v2.332a.08.08 0 0 1-.033.062L9.74 19.95a4.5 4.5 0 0 1-6.14-1.646zM2.34 7.896a4.485 4.485 0 0 1 2.366-1.973V11.6a.766.766 0 0 0 .388.676l5.815 3.355-2.02 1.168a.076.076 0 0 1-.071 0l-4.83-2.786A4.504 4.504 0 0 1 2.34 7.872zm16.597 3.855l-5.833-3.387L15.119 7.2a.076.076 0 0 1 .071 0l4.83 2.791a4.494 4.494 0 0 1-.676 8.105v-5.678a.79.79 0 0 0-.407-.667zm2.01-3.023l-.141-.085-4.774-2.782a.776.776 0 0 0-.785 0L9.409 9.23V6.897a.066.066 0 0 1 .028-.061l4.83-2.787a4.5 4.5 0 0 1 6.68 4.66zm-12.64 4.135l-2.02-1.164a.08.08 0 0 1-.038-.057V6.075a4.5 4.5 0 0 1 7.375-3.453l-.142.08L8.704 5.46a.795.795 0 0 0-.393.681zm1.097-2.365l2.602-1.5 2.607 1.5v2.999l-2.597 1.5-2.607-1.5Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">ChatGPT<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#a1a1aa50; color:#a1a1aa;\">re-priced<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Updating the model. Pricing the retention risk and integration cost puts risk-adjusted fair value between $24M and $28M, well below $42M. Inside that band, the strategic upside begins to compensate for the downside.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"6\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #D9775755; background:#D9775710;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#D97757\" aria-hidden=\"true\"><path d=\"M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Claude<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#f59e0b50; color:#f59e0b;\">conditions<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Two gates before close, whatever the price: NRR above 95% for two consecutive quarters, and an earn-out tied to team retention rather than headline revenue. Without both, a discount only buys the same problem cheaper.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"7\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #22D3EE55; background:#22D3EE10;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#22D3EE\" aria-hidden=\"true\"><path d=\"M22.398 7.09h-2.31V.068l-7.51 6.354V.158h-1.156v6.196L4.49 0v7.09H1.602v10.397H4.49V24l6.933-6.36v6.201h1.155v-6.047l6.932 6.181v-6.488h2.888zm-3.466-4.531v4.53h-5.355zm-13.286.067l4.869 4.464h-4.87zM2.758 16.332V8.245h7.847L4.49 14.36v1.972zm2.888 5.04v-6.534l5.776-5.776v7.011zm12.708.025l-5.776-5.15V9.061l5.776 5.776zm2.889-5.065H19.51V14.36l-6.115-6.115h7.848z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Perplexity<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#22d3ee50; color:#22d3ee;\">evidence<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Using the scenario assumptions, a 3x to 4x ARR range is more defensible until retention recovers. On $7M ARR, that supports an offer between $21M and $28M rather than the requested $42M.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"8\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #4285F455; background:#4285F410;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#4285F4\" aria-hidden=\"true\"><path d=\"M12 24A14.304 14.304 0 0 0 0 12 14.304 14.304 0 0 0 12 0a14.305 14.305 0 0 0 12 12 14.305 14.305 0 0 0-12 12Z\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Gemini<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#10b98150; color:#10b981;\">consensus<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">Converging: an entry near $26M sits inside the supported range. With the retention covenants and earn-out written into the deal, it survives the main objections raised in this thread.<\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"sm-chat-demo__bubble\" data-smx-bubble=\"9\" data-smx-anim>\n              <div class=\"sm-chat-demo__avatar\" style=\"border:1px solid #E11D4855; background:#E11D4810;\">\n                <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#E11D48\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n              <\/div>\n              <div class=\"sm-chat-demo__bubblebody\">\n                <div class=\"sm-chat-demo__bubblehead\">\n                  <span class=\"sm-chat-demo__provider\">Grok<\/span>\n                  <span class=\"sm-chat-demo__verdict-tag\" style=\"border-color:#ef444450; color:#ef4444;\">risk<\/span>\n                <\/div>\n                <div class=\"sm-chat-demo__bubbletext\">One risk remains unpriced: the cost of walking. A rival acquisition could close the strategic window, so the board should compare that downside with the value destroyed by overpaying.<\/div>\n              <\/div>\n            <\/div>\n\n            <!-- Master Document verdict -->\n            <div class=\"sm-chat-demo__masterdoc\" data-smx-masterdoc data-smx-anim>\n              <svg width=\"22\" height=\"22\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#c4b5fd\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\">\n                <path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/>\n                <path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/>\n                <line x1=\"9\" y1=\"9\" x2=\"10\" y2=\"9\"\/>\n                <line x1=\"9\" y1=\"13\" x2=\"15\" y2=\"13\"\/>\n                <line x1=\"9\" y1=\"17\" x2=\"15\" y2=\"17\"\/>\n              <\/svg>\n              <div>\n                <div class=\"sm-chat-demo__masterdoc-eyebrow\">Master Document - Verdict<\/div>\n                <div class=\"sm-chat-demo__masterdoc-text\">Do not acquire at $42M. Re-engage near $26M, conditional on two quarters of NRR recovery and a retention earn-out in writing. Otherwise, walk.<\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n\n          <div class=\"sm-chat-demo__composer\">\n            <div class=\"sm-chat-demo__composer-input\">Type @ to mention one AI\u2026<\/div>\n            <span class=\"sm-chat-demo__composer-icon\" data-smx-composer=\"0\">\n              <svg width=\"13\" height=\"13\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M22.282 9.821a5.985 5.985 0 0 0-.516-4.91 6.046 6.046 0 0 0-6.51-2.9A6.065 6.065 0 0 0 4.981 4.18a5.985 5.985 0 0 0-3.998 2.9 6.046 6.046 0 0 0 .743 7.097 5.98 5.98 0 0 0 .51 4.911 6.051 6.051 0 0 0 6.515 2.9A5.985 5.985 0 0 0 13.26 24a6.056 6.056 0 0 0 5.772-4.206 5.99 5.99 0 0 0 3.997-2.9 6.056 6.056 0 0 0-.747-7.073zM13.26 22.43a4.476 4.476 0 0 1-2.876-1.04l.141-.081 4.779-2.758a.795.795 0 0 0 .392-.681v-6.737l2.02 1.168a.071.071 0 0 1 .038.052v5.583a4.504 4.504 0 0 1-4.494 4.494zM3.6 18.304a4.47 4.47 0 0 1-.535-3.014l.142.085 4.783 2.759a.771.771 0 0 0 .78 0l5.843-3.369v2.332a.08.08 0 0 1-.033.062L9.74 19.95a4.5 4.5 0 0 1-6.14-1.646zM2.34 7.896a4.485 4.485 0 0 1 2.366-1.973V11.6a.766.766 0 0 0 .388.676l5.815 3.355-2.02 1.168a.076.076 0 0 1-.071 0l-4.83-2.786A4.504 4.504 0 0 1 2.34 7.872zm16.597 3.855l-5.833-3.387L15.119 7.2a.076.076 0 0 1 .071 0l4.83 2.791a4.494 4.494 0 0 1-.676 8.105v-5.678a.79.79 0 0 0-.407-.667zm2.01-3.023l-.141-.085-4.774-2.782a.776.776 0 0 0-.785 0L9.409 9.23V6.897a.066.066 0 0 1 .028-.061l4.83-2.787a4.5 4.5 0 0 1 6.68 4.66z\"\/><\/svg>\n            <\/span>\n            <span class=\"sm-chat-demo__composer-icon\" data-smx-composer=\"1\">\n              <svg width=\"13\" height=\"13\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z\"\/><\/svg>\n            <\/span>\n            <span class=\"sm-chat-demo__composer-icon\" data-smx-composer=\"2\">\n              <svg width=\"13\" height=\"13\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M22.398 7.09h-2.31V.068l-7.51 6.354V.158h-1.156v6.196L4.49 0v7.09H1.602v10.397H4.49V24l6.933-6.36v6.201h1.155v-6.047l6.932 6.181v-6.488h2.888zm-3.466-4.531v4.53h-5.355zm-13.286.067l4.869 4.464h-4.87zM2.758 16.332V8.245h7.847L4.49 14.36v1.972zm2.888 5.04v-6.534l5.776-5.776v7.011zm12.708.025l-5.776-5.15V9.061l5.776 5.776zm2.889-5.065H19.51V14.36l-6.115-6.115h7.848z\"\/><\/svg>\n            <\/span>\n            <span class=\"sm-chat-demo__composer-icon\" data-smx-composer=\"3\">\n              <svg width=\"13\" height=\"13\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M12 24A14.304 14.304 0 0 0 0 12 14.304 14.304 0 0 0 12 0a14.305 14.305 0 0 0 12 12 14.305 14.305 0 0 0-12 12Z\"\/><\/svg>\n            <\/span>\n            <span class=\"sm-chat-demo__composer-icon\" data-smx-composer=\"4\">\n              <svg width=\"13\" height=\"13\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n            <\/span>\n          <\/div>\n        <\/div>\n    <\/div>\n\n    <style>\n      [data-smx-demo] [data-smx-anim]{opacity:0;transform:translateY(6px);transition:opacity .32s ease,transform .32s ease;}\n      [data-smx-demo] [data-smx-anim].smx-in{opacity:1;transform:translateY(0);}\n      [data-smx-demo] [data-smx-cursor]{display:inline-block;width:2px;height:1em;background:currentColor;margin-left:3px;vertical-align:text-bottom;animation:smxCursorBlink .85s steps(2,start) infinite;}\n      [data-smx-demo] .sm-chat-demo__composer-icon{transition:color .25s ease,opacity .25s ease;}\n      [data-smx-demo] .sm-chat-demo__composer-icon.smx-live{color:#a78bfa;opacity:1;}\n      @keyframes smxCursorBlink{50%{opacity:0;}}\n      @media (prefers-reduced-motion: reduce){\n        [data-smx-demo] [data-smx-anim]{transition:none;}\n        [data-smx-demo] [data-smx-cursor]{animation:none;}\n      }\n    <\/style>\n\n    <script src=\"https:\/\/suprmind.ai\/hub\/wp-content\/uploads\/smx-demo.js?v=3\" defer><\/script>\n\n        <p style=\"margin-top: 16px; font-size: 16px; opacity: 0.75;\">7 days free. No credit card. The trial runs GPT, Claude, Gemini and Grok. <br>All five AIs, Debate and Red Team come with Pro at $45\/mo.<\/p>\n\n    <\/div>\n<\/div>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1100px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\">Who Runs the Lab<\/div>\n            <h2>A small team of human researchers. <br>A much larger team of AIs.<\/h2>\n        <\/div>\n        <div style=\"max-width: 1000px; margin: 0 auto;\">\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 40px 0 24px 0;\">The lab is a symbiotic team. Human researchers pick the questions, set the methods and sign off on what gets published. AI researchers do most of the heavy lifting: five frontier models arguing inside Suprmind, plus whatever outside AI tools a study needs, from the deep research agents each lab ships to analysis runs over leaderboard datasets.<\/p>\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 0 0 24px 0;\">Most of the thinking happens in <a href=\"https:\/\/suprmind.ai\/\">Suprmind<\/a> itself. Which question is worth asking, which data can answer it, what gets added and how to add it. All of it is argued out in shared threads, where every model reads what the others said before it answers.<\/p>\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 0 0 48px 0;\">The monthly bill for all those AI subscriptions, API keys and research platforms is responsible for most of Radomir&#8217;s sleepless nights. <a href=\"https:\/\/suprmind.ai\/hub\/about-radomir-basta\/\">Radomir Basta, our founder and CEO<\/a>, insists it is worth it. He insists quietly, usually around 2 a.m.<\/p>\n        <\/div>\n\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px;\">\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Human researchers<\/div>\n                    <div style=\"font-size: 26px; font-weight: 700; line-height: 1.2; margin-bottom: 12px;\">Set the question<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Pick what is worth measuring, define the method, and check claims against primary sources before anything ships.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Five frontier AIs<\/div>\n                    <div style=\"font-size: 26px; font-weight: 700; line-height: 1.2; margin-bottom: 12px;\">Argue it out<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">GPT, Claude, Gemini, Grok and Perplexity in one Suprmind thread, challenging the premise, the data plan and the conclusions.<\/div>\n                <\/div>\n            <\/div>\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Outside AI tools<\/div>\n                    <div style=\"font-size: 26px; font-weight: 700; line-height: 1.2; margin-bottom: 12px;\">Do the legwork<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Deep research agents, data tools and analysis runs, used wherever a study needs them. One study alone used five deep research AIs.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Primary sources<\/div>\n                    <div style=\"font-size: 26px; font-weight: 700; line-height: 1.2; margin-bottom: 12px;\">Settle the facts<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Lab announcements, API changelogs, leaderboard datasets and benchmark papers. When an AI and a source disagree, the source wins.<\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section id=\"intelligence\" style=\"padding: 120px 48px;\">\n    <div class=\"intelligence-grid\">\n        <div class=\"intelligence-content\">\n            <div class=\"section-label\">How a Data Lab Paper Gets Made<\/div>\n            <h3>Most research ideas die in the first thread. <br>That is the process working.<\/h3>\n            <p>It usually starts with Radomir. He arrives with an idea that is bold, flashy and, by his own estimate, unlike anything the industry has seen. He pastes it into a Suprmind thread and asks five frontier AIs what they think.<\/p>\n            <p>They tell him. One finds the study that already covered it. One points out that the data to prove it does not exist. One asks what exactly would be measured, and how. By the end of the thread the idea is either smaller and sharper, or gone. Most are gone. That is why there are three Data Lab reports and not thirty.<\/p>\n\n            <div class=\"philosophy-box\">\n                <h4>The ego trimming is on purpose.<\/h4>\n                <p>An idea that survives five harsh but fair critics is worth weeks of data work. An idea that does not was going to fail anyway, only later and at a higher price.<\/p>\n                <p style=\"margin-top: 16px;\">It is the same reason Suprmind exists. AI that agrees with you is pleasant. AI that tells you why you are wrong is useful.<\/p>\n            <\/div>\n\n            <ul class=\"feature-list\">\n                <li><span class=\"check\"><\/span>Ideas argued out in shared Suprmind threads before any data work<\/li>\n                <li><span class=\"check\"><\/span>Red Team and Debate modes aimed at the premise, not the polish<\/li>\n                <li><span class=\"check\"><\/span>Data segments chosen to answer the question, not to decorate it<\/li>\n                <li><span class=\"check\"><\/span>Research plans and briefs generated from the thread itself<\/li>\n                <li><span class=\"check\"><\/span><a href=\"https:\/\/suprmind.ai\/hub\/modes\/research-symphony\/\">Research Symphony<\/a> for retrieval, analysis, fact-check, challenge and synthesis<\/li>\n                <li><span class=\"check\"><\/span>Humans review every report and check claims against primary sources<\/li>\n            <\/ul>\n        <\/div>\n\n        <div class=\"process-visual\">\n            <div class=\"process-step\">\n                <span class=\"process-number\">1<\/span>\n                <span class=\"process-name\">The Idea Arrives<\/span>\n                <span class=\"process-time\">Usually Radomir&#8217;s<\/span>\n                <div class=\"process-desc\">Bold, flashy and often late at night. Pasted into a Suprmind thread before anyone can talk him out of it.<\/div>\n            <\/div>\n            <div class=\"process-step\">\n                <span class=\"process-number\">2<\/span>\n                <span class=\"process-name\">Five AIs Push Back<\/span>\n                <span class=\"process-time\">Ego Trimming<\/span>\n                <div class=\"process-desc\">Red Team and Debate test novelty, feasibility and data. Most ideas end here, politely.<\/div>\n            <\/div>\n            <div class=\"process-step\">\n                <span class=\"process-number\">3<\/span>\n                <span class=\"process-name\">The Survivor Gets Focused<\/span>\n                <span class=\"process-time\">Scope and Data<\/span>\n                <div class=\"process-desc\">What is left gets narrowed to specific data segments that can actually answer the question.<\/div>\n            <\/div>\n            <div class=\"process-step\">\n                <span class=\"process-number\">4<\/span>\n                <span class=\"process-name\">Plan and Briefs<\/span>\n                <span class=\"process-time\">Written From the Thread<\/span>\n                <div class=\"process-desc\">The conversation becomes a research plan and briefs, built from what the models settled.<\/div>\n            <\/div>\n            <div class=\"process-step\">\n                <span class=\"process-number\">5<\/span>\n                <span class=\"process-name\">Research Symphony Runs<\/span>\n                <span class=\"process-time\">Then Humans Check<\/span>\n                <div class=\"process-desc\">Retrieval, analysis, fact-check, challenge and synthesis. Then humans check the claims against primary sources.<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px 40px 48px;\">\n    <div style=\"max-width: 1200px; margin: 0 auto;\">\n        <div class=\"section-label\" id=\"data-lab-research\" style=\"text-align: center;\">The Research<\/div>\n        <h2 style=\"text-align: center; max-width: 960px; margin: 0 auto 24px;\">AI statistics we measured ourselves. <br>Not copied from a press release.<\/h2>\n        <p style=\"text-align: center; max-width: 760px; margin: 0 auto; font-size: 18px; color: #e5e7eb; line-height: 1.7;\">Three studies, three questions: how often frontier AIs contradict each other in real work, how often they make things up, and whether new models actually beat the ones they replace. Every report publishes its method, and every number is there to cite.<\/p>\n    <\/div>\n<\/section>\n\n<section class=\"sm-section sm-section--dark sm-datalab-section\">\n  <div class=\"sm-section__inner\">\n    <div class=\"sm-datalab__grid\">\n      <aside class=\"sm-datalab__aside\">\n        <p class=\"sm-datalab__eyebrow\">The research index<\/p>\n        <h2 class=\"sm-datalab__headline\">We quote benchmarks. And we run them.<\/h2>\n        <p class=\"sm-datalab__manifesto\">Most of what the industry says about how AI models compare comes from the labs that build them. We measure it from the outside: in real production threads, across every public hallucination benchmark and against blind-vote leaderboards. Full methods, honest limits, and the unflattering rows left in.<\/p>\n        <div class=\"sm-datalab__pillars\">\n          <div>\n            <p class=\"sm-datalab__pillar-v\">3<\/p>\n            <p class=\"sm-datalab__pillar-l\">Research reports published<\/p>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__pillar-v\">1,324<\/p>\n            <p class=\"sm-datalab__pillar-l\">Production turns scored<\/p>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__pillar-v\">178<\/p>\n            <p class=\"sm-datalab__pillar-l\">Model releases tracked<\/p>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__pillar-v\">50+<\/p>\n            <p class=\"sm-datalab__pillar-l\">Hallucination sources cross-referenced<\/p>\n          <\/div>\n        <\/div>\n      <\/aside>\n\n      <div class=\"sm-datalab__entries\">\n        <a class=\"sm-datalab__card\" href=\"https:\/\/suprmind.ai\/hub\/multi-model-ai-divergence-index\/\">\n          <div>\n            <div class=\"sm-datalab__id\">001<\/div>\n            <div class=\"sm-datalab__monogram\">\n              <svg width=\"64\" height=\"64\" viewBox=\"0 0 64 64\" fill=\"none\" aria-hidden=\"true\">\n                <line x1=\"14\" y1=\"18\" x2=\"50\" y2=\"14\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"14\" y1=\"18\" x2=\"32\" y2=\"48\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"14\" y1=\"18\" x2=\"52\" y2=\"46\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"50\" y1=\"14\" x2=\"52\" y2=\"46\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"50\" y1=\"14\" x2=\"32\" y2=\"48\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"32\" y1=\"48\" x2=\"52\" y2=\"46\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"14\" y1=\"18\" x2=\"10\" y2=\"40\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <line x1=\"10\" y1=\"40\" x2=\"32\" y2=\"48\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <circle cx=\"14\" cy=\"18\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"50\" cy=\"14\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"10\" cy=\"40\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"52\" cy=\"46\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"32\" cy=\"48\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"32\" cy=\"16\" r=\"1.5\" fill=\"#fff\"\/>\n                <circle cx=\"22\" cy=\"33\" r=\"1.5\" fill=\"#fff\"\/>\n                <circle cx=\"42\" cy=\"30\" r=\"1.5\" fill=\"#fff\"\/>\n              <\/svg>\n            <\/div>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__type\">Original research<\/p>\n            <h3 class=\"sm-datalab__title\">Multi-Model AI Divergence Index<\/h3>\n            <p class=\"sm-datalab__edition\">April 2026 Edition &#8211; The Confidence Trap<\/p>\n            <p class=\"sm-datalab__blurb\">Suprmind&#8217;s own production data. 1,324 multi-AI turns from 299 users over 45 days, scored for contradiction, correction and unique insight per provider. Where five frontier AIs disagree, who catches whom, and how often a confident answer fails peer review.<\/p>\n            <div class=\"sm-datalab__stats\" style=\"grid-template-columns: repeat(auto-fit, minmax(96px, 1fr));\">\n              <div>\n                <p class=\"sm-datalab__stat-v\">51.3%<\/p>\n                <p class=\"sm-datalab__stat-l\">Gemini&#8217;s confident answers contradicted or corrected<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">9.77&times;<\/p>\n                <p class=\"sm-datalab__stat-l\">Perplexity vs Gemini catch ratio<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">72.1%<\/p>\n                <p class=\"sm-datalab__stat-l\">Disagreement on financial questions<\/p>\n              <\/div>\n            <\/div>\n            <div class=\"sm-datalab__meta-wrap\">\n              <div class=\"sm-datalab__meta-row\">\n                <span><span class=\"sm-datalab__meta-k\">Published:<\/span> <span class=\"sm-datalab__meta-v\">April 2026<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Sample:<\/span> <span class=\"sm-datalab__meta-v\">1,324 production turns<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Users:<\/span> <span class=\"sm-datalab__meta-v\">299<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Window:<\/span> <span class=\"sm-datalab__meta-v\">45 days<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">License:<\/span> <span class=\"sm-datalab__meta-v\">CC BY 4.0, 12 CSVs<\/span><\/span>\n              <\/div>\n              <div class=\"sm-datalab__cta\">\n                <span class=\"sm-datalab__cta-link\">Read the research <span aria-hidden=\"true\">&#8599;<\/span><\/span>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/a>\n\n        <a class=\"sm-datalab__card\" href=\"https:\/\/suprmind.ai\/hub\/ai-hallucination-rates-and-benchmarks\/\">\n          <div>\n            <div class=\"sm-datalab__id\">002<\/div>\n            <div class=\"sm-datalab__monogram\">\n              <svg width=\"64\" height=\"64\" viewBox=\"0 0 64 64\" fill=\"none\" aria-hidden=\"true\">\n                <rect x=\"6\" y=\"34\" width=\"6\" height=\"22\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <rect x=\"15\" y=\"18\" width=\"6\" height=\"38\" fill=\"none\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"1\"\/>\n                <rect x=\"24\" y=\"26\" width=\"6\" height=\"30\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <rect x=\"33\" y=\"8\" width=\"6\" height=\"48\" fill=\"none\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"1\"\/>\n                <rect x=\"42\" y=\"38\" width=\"6\" height=\"18\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <rect x=\"51\" y=\"14\" width=\"6\" height=\"42\" fill=\"none\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"1\"\/>\n                <line x1=\"4\" y1=\"56.5\" x2=\"60\" y2=\"56.5\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n              <\/svg>\n            <\/div>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__type\">Live benchmark<\/p>\n            <h3 class=\"sm-datalab__title\">AI Hallucination Rates &amp; Benchmarks<\/h3>\n            <p class=\"sm-datalab__edition\">Living reference, revised as benchmarks publish<\/p>\n            <p class=\"sm-datalab__blurb\">Seven hallucination benchmarks in one report: Vectara HHEM, AA-Omniscience, FACTS, HalluHard, CJR Citation, SimpleQA and SimpleQA Verified. Cross-referenced model by model and read alongside Suprmind&#8217;s own multi-model findings.<\/p>\n            <div class=\"sm-datalab__stats\" style=\"grid-template-columns: repeat(auto-fit, minmax(96px, 1fr));\">\n              <div>\n                <p class=\"sm-datalab__stat-v\">61 \/ 202<\/p>\n                <p class=\"sm-datalab__stat-l\">Models with a positive AA-Omniscience Index<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">72.6%<\/p>\n                <p class=\"sm-datalab__stat-l\">Claude Fable 5.1 wrong instead of refusing<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">73-86%<\/p>\n                <p class=\"sm-datalab__stat-l\">Drop with web search on, in OpenAI&#8217;s own evals<\/p>\n              <\/div>\n            <\/div>\n            <div class=\"sm-datalab__meta-wrap\">\n              <div class=\"sm-datalab__meta-row\">\n                <span><span class=\"sm-datalab__meta-k\">Benchmarks:<\/span> <span class=\"sm-datalab__meta-v\">7<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Models:<\/span> <span class=\"sm-datalab__meta-v\">202 on AA-Omniscience<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Sources:<\/span> <span class=\"sm-datalab__meta-v\">50+<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Latest revision:<\/span> <span class=\"sm-datalab__meta-v\">October 2026<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Format:<\/span> <span class=\"sm-datalab__meta-v\">Open access<\/span><\/span>\n              <\/div>\n              <div class=\"sm-datalab__cta\">\n                <span class=\"sm-datalab__cta-link\">Read the research <span aria-hidden=\"true\">&#8599;<\/span><\/span>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/a>\n\n        <a class=\"sm-datalab__card\" href=\"https:\/\/suprmind.ai\/hub\/ai-models-index\/\">\n          <div>\n            <div class=\"sm-datalab__id\">003<\/div>\n            <div class=\"sm-datalab__monogram\">\n              <svg width=\"64\" height=\"64\" viewBox=\"0 0 64 64\" fill=\"none\" aria-hidden=\"true\">\n                <line x1=\"4\" y1=\"56.5\" x2=\"60\" y2=\"56.5\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <polyline points=\"8,48 20,32 30,24 38,19 45,16 51,14.5 56,13.5\" fill=\"none\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"0.5\"\/>\n                <circle cx=\"8\" cy=\"48\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"20\" cy=\"32\" r=\"3.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"30\" cy=\"24\" r=\"3\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"38\" cy=\"19\" r=\"2.5\" fill=\"rgba(255,255,255,0.10)\" stroke=\"#fff\" stroke-width=\"1\"\/>\n                <circle cx=\"45\" cy=\"16\" r=\"2\" fill=\"#fff\"\/>\n                <circle cx=\"51\" cy=\"14.5\" r=\"1.5\" fill=\"#fff\"\/>\n                <circle cx=\"56\" cy=\"13.5\" r=\"2.5\" fill=\"none\" stroke=\"rgba(255,255,255,0.45)\" stroke-width=\"1\" stroke-dasharray=\"2 1.5\"\/>\n              <\/svg>\n            <\/div>\n          <\/div>\n          <div>\n            <p class=\"sm-datalab__type\">Live index<\/p>\n            <h3 class=\"sm-datalab__title\">AI Models Index<\/h3>\n            <p class=\"sm-datalab__edition\">October 2026 Edition, updated every two weeks<\/p>\n            <p class=\"sm-datalab__blurb\">Every premium AI model from 15 labs since 2023, with the day the public could first use it and a blind-vote check on whether it beat the model it replaced. 178 releases, 78 version pairs measured on LMArena and nine live charts you can embed.<\/p>\n            <div class=\"sm-datalab__stats\" style=\"grid-template-columns: repeat(auto-fit, minmax(96px, 1fr));\">\n              <div>\n                <p class=\"sm-datalab__stat-v\">4.5 days<\/p>\n                <p class=\"sm-datalab__stat-l\">Between premium model releases in 2026<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">56%<\/p>\n                <p class=\"sm-datalab__stat-l\">Of measured 2026 releases beat the model they replaced<\/p>\n              <\/div>\n              <div>\n                <p class=\"sm-datalab__stat-v\">1 in 6<\/p>\n                <p class=\"sm-datalab__stat-l\">Measured 2026 releases that lost to their predecessor<\/p>\n              <\/div>\n            <\/div>\n            <div class=\"sm-datalab__meta-wrap\">\n              <div class=\"sm-datalab__meta-row\">\n                <span><span class=\"sm-datalab__meta-k\">Releases:<\/span> <span class=\"sm-datalab__meta-v\">178<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Labs:<\/span> <span class=\"sm-datalab__meta-v\">15<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Refresh:<\/span> <span class=\"sm-datalab__meta-v\">Every two weeks<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Charts:<\/span> <span class=\"sm-datalab__meta-v\">CC BY 4.0<\/span><\/span>\n                <span><span class=\"sm-datalab__meta-k\">Embeds:<\/span> <span class=\"sm-datalab__meta-v\">9 live charts<\/span><\/span>\n              <\/div>\n              <div class=\"sm-datalab__cta\">\n                <span class=\"sm-datalab__cta-link\">Read the research <span aria-hidden=\"true\">&#8599;<\/span><\/span>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/a>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1100px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\" id=\"research-confidence-trap\">Research 001 &#8211; The Confidence Trap<\/div>\n            <h2>A confident AI answer <br>is not the same as a correct one.<\/h2>\n        <\/div>\n        <div style=\"max-width: 1000px; margin: 0 auto;\">\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 40px 0 24px 0;\">The Multi-Model AI Divergence Index measures what happens when several frontier models answer the same question in the same thread. Over 45 days, 1,324 production turns from 299 users, with two to five models per turn, ran through Suprmind&#8217;s Disagreement\/Correction Index classifier, which scored each provider for confidence, contradiction, correction and unique insight.<\/p>\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 0 0 24px 0;\">The headline finding named the report. Confidence and accuracy are different signals. Gemini&#8217;s high-confidence answers were contradicted or corrected by another model 51.3% of the time, the highest of the five. When the stakes rose, Claude&#8217;s contradicted-while-confident rate fell 7.5 points. Gemini&#8217;s barely moved.<\/p>\n        <\/div>\n\n        <figure style=\"margin: 48px 0 0 0; border: 2px solid var(--border-subtle); border-radius: 12px; overflow: hidden; background: #0d0d14;\">\n            <img decoding=\"async\" src=\"https:\/\/suprmind.ai\/hub\/wp-content\/uploads\/2026\/04\/chart_2_catch_ratio_asymmetry_preview.svg\" alt=\"Bar chart of AI catch ratios per provider: Perplexity 2.54, Claude 2.25, Grok 0.72, GPT 0.38, Gemini 0.26\" width=\"1210\" height=\"685\" loading=\"lazy\" style=\"display: block; width: 100%; height: auto;\">\n            <figcaption style=\"padding: 16px 24px; font-size: 16px; line-height: 1.6; color: #9ca3af; border-top: 1px solid var(--border-subtle);\">Above 1.0, a provider catches more errors than it gets caught making. Perplexity and Claude made 60.7% of the corrections attributable to a specific model.<\/figcaption>\n        <\/figure>\n\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px; margin-top: 48px;\">\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Peer corrections<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">1,401<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Logged across 1,324 turns, about one per turn. Each one a claim another model refused to let stand.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Unique insights<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">3,484<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Points one model raised that no other model in the thread did. Five models, five different blind spots.<\/div>\n                <\/div>\n            <\/div>\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Turns with signal<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">99.1%<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Turns that surfaced at least one contradiction, correction or unique insight. Only 0.9% stayed silent.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Money beats law<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">72.1%<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Disagreement on financial questions, against 41.2% on legal ones. The models fight 1.75&times; more over money.<\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        <div style=\"margin-top: 48px; padding: 32px 40px; border: 2px solid rgba(255,255,255,0.08); border-left: 3px solid #8b5cf6; border-radius: 12px;\">\n            <p style=\"font-size: 19px; line-height: 1.7; color: rgba(255,255,255,0.95); margin: 0;\"><strong>What it does not measure: ground truth.<\/strong> The classifier tracks where models diverge, not which one is right. Divergence tells you where to look. Evidence tells you who was right.<\/p>\n        <\/div>\n\n        <div class=\"hero-cta-group\" style=\"margin-top: 40px; justify-content: center;\">\n            <a href=\"https:\/\/suprmind.ai\/hub\/multi-model-ai-divergence-index\/\" class=\"btn-secondary\">Read The Confidence Trap &rarr;<\/a>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1100px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\" id=\"research-hallucination-rates\">Research 002 &#8211; AI Hallucination Rates<\/div>\n            <h2>Six hallucination benchmarks. <br>One report. No spin.<\/h2>\n        <\/div>\n        <div style=\"max-width: 1000px; margin: 0 auto;\">\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 40px 0 24px 0;\">Every major AI model hallucinates, and every benchmark measures it differently. Vectara tests summarization. AA-Omniscience tests whether a model answers when it should refuse. FACTS, HalluHard, CJR Citation, SimpleQA and SimpleQA Verified each catch a different failure. Read one leaderboard and you see one slice.<\/p>\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 0 0 24px 0;\">The AI Hallucination Rates &amp; Benchmarks report puts them side by side: 202 models on the AA-Omniscience board, frontier models profiled one by one, 50+ cited sources and a cross-benchmark table revised as new results publish. The numbers disagree with each other, and the report explains why that matters more than any single ranking.<\/p>\n        <\/div>\n\n        <figure style=\"margin: 48px 0 0 0; border: 2px solid var(--border-subtle); border-radius: 12px; overflow: hidden; background: #05020B;\">\n            <img decoding=\"async\" src=\"https:\/\/suprmind.ai\/hub\/wp-content\/uploads\/2026\/10\/ai-hallucination-rates-mega-table-aug-2026.webp\" alt=\"Screenshot of the Suprmind cross-benchmark AI hallucination rates table, August 2026 revision\" width=\"1328\" height=\"938\" loading=\"lazy\" style=\"display: block; width: 100%; height: auto;\">\n            <figcaption style=\"padding: 16px 24px; font-size: 16px; line-height: 1.6; color: #9ca3af; border-top: 1px solid var(--border-subtle);\">The cross-benchmark reference table, August 2026 revision. The live table covers every frontier model in the report.<\/figcaption>\n        <\/figure>\n\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px; margin-top: 48px;\">\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Reliability<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">61 \/ 202<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Models whose correct answers outnumber their wrong ones on AA-Omniscience. The other 141 guess more than they know.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Web search effect<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">73-86%<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Drop in hallucination when web search is switched on, across OpenAI&#8217;s own factuality evaluations.<\/div>\n                <\/div>\n            <\/div>\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Lowest rate<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">0.6%<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Best score on Vectara&#8217;s original summarization dataset. Low on one test does not mean low on all seven.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">One update<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">38 pts<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">How far Gemini 3.1 Pro cut its AA-Omniscience hallucination rate in a single release, from 88% to 50%.<\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"hero-cta-group\" style=\"margin-top: 40px; justify-content: center;\">\n            <a href=\"https:\/\/suprmind.ai\/hub\/ai-hallucination-rates-and-benchmarks\/\" class=\"btn-secondary\">Open the hallucination benchmarks report &rarr;<\/a>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1100px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\" id=\"research-ai-models-index\">Research 003 &#8211; AI Models Index<\/div>\n            <h2>New AI models ship faster. <br>They improve less.<\/h2>\n        <\/div>\n        <div style=\"max-width: 1000px; margin: 0 auto;\">\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 40px 0 24px 0;\">The AI Models Index tracks every premium model released by 15 leading labs since 2023. Each release gets two answers: the first day the public could actually use it, and whether people preferred it over the version it replaced in blind head-to-head votes on LMArena.<\/p>\n            <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); margin: 0 0 24px 0;\">It is also the study where the lab put its own tools on trial. The same research brief went to five deep research AIs, and each built a release history on its own. None got it right alone. Two called a 2026 slowdown that never happened. Every disagreement was settled against lab announcements, API changelogs and LMArena&#8217;s published data.<\/p>\n        <\/div>\n\n        <figure style=\"margin: 48px 0 0 0; border: 2px solid var(--border-subtle); border-radius: 12px; overflow: hidden; background: #05020B;\">\n            <iframe src=\"https:\/\/suprmind.ai\/hub\/embed\/ai-models-index\/treadmill\/?theme=dark\" title=\"The AI upgrade treadmill: faster releases, smaller steps (AI Models Index by Suprmind)\" width=\"100%\" height=\"700\" loading=\"lazy\" style=\"display: block; width: 100%; height: 700px; border: 0;\"><\/iframe>\n            <figcaption style=\"padding: 16px 24px; font-size: 16px; line-height: 1.6; color: #9ca3af; border-top: 1px solid var(--border-subtle);\">Live chart from the AI Models Index. It updates with every edition, and the Embed button on the index gives you the code for your own site.<\/figcaption>\n        <\/figure>\n\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px; margin-top: 48px;\">\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Release pace<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">4.5 days<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Between premium model releases across the industry in 2026, down from 7.5 days in 2023.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Improvement rate<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">56%<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Of measured 2026 releases beat the model they replaced in blind votes. In 2025 it was 74%.<\/div>\n                <\/div>\n            <\/div>\n            <div style=\"flex: 1 1 440px; box-sizing: border-box; display: flex; flex-wrap: wrap; gap: 24px;\">\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Regression rate<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">1 in 6<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Measured 2026 releases that lost to the model they replaced by a statistically real margin.<\/div>\n                <\/div>\n                <div style=\"flex: 1 1 200px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                    <div style=\"font-size: 16px; font-weight: 600; letter-spacing: 0.04em; color: #9ca3af; margin-bottom: 12px;\">Smaller steps<\/div>\n                    <div style=\"font-size: 48px; font-weight: 700; line-height: 1.1; margin-bottom: 12px;\">+9.3<\/div>\n                    <div style=\"font-size: 16px; line-height: 1.6; color: #e5e7eb;\">Median LMArena gain per 2026 release, down from +21.5 in 2025.<\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        <div style=\"margin-top: 48px; padding: 32px 40px; border: 2px solid rgba(255,255,255,0.08); border-left: 3px solid #8b5cf6; border-radius: 12px;\">\n            <p style=\"font-size: 20px; line-height: 1.7; font-style: italic; color: rgba(255,255,255,0.95); margin: 0;\">&#8220;A premium AI model now ships every four and a half days, but this year only a little over half of them beat the version they replaced in blind votes, and one in six lost. The newest model is a candidate, not an upgrade. Test it on your own work before you switch.&#8221;<\/p>\n            <p style=\"font-size: 16px; line-height: 1.6; color: #9ca3af; margin: 16px 0 0 0;\">Radomir Basta, founder and CEO of Suprmind<\/p>\n        <\/div>\n\n        <div class=\"hero-cta-group\" style=\"margin-top: 40px; justify-content: center;\">\n            <a href=\"https:\/\/suprmind.ai\/hub\/ai-models-index\/\" class=\"btn-secondary\">Explore the AI Models Index &rarr;<\/a>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1200px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\">How We Keep Ourselves Honest<\/div>\n            <h2>Rules the lab follows, <br>even when the data is awkward for us.<\/h2>\n        <\/div>\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px; margin-top: 48px;\">\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Methods in the open<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">Every report publishes its definitions and method in full, so you can check how each number was made.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Bad numbers stay in<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">Several labs we measure supply the models Suprmind runs. Their weak results get published the same as their strong ones.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Limits named up front<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">The Divergence Index does not measure ground truth. LMArena preference is not task performance. Each report says what it cannot claim.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Sources settle it<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">AI tools gather and draft. Lab announcements, changelogs and benchmark datasets decide what is true.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Disclosures on the page<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">When Claude scored five deep research runs, including its own, the report said so. The scoring rules were fixed before any scoring started.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 300px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Open by default<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">AI Models Index charts are licensed CC BY 4.0. The Divergence Index ships 12 aggregate CSVs under the same license. Turn-level data stays private.<\/p>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div style=\"max-width: 1100px; margin: 0 auto;\">\n        <div style=\"text-align: center;\">\n            <div class=\"section-label\" id=\"press\">For Journalists and Researchers<\/div>\n            <h2>Cite it, embed it, <br>or ask us for a custom cut.<\/h2>\n        <\/div>\n        <p style=\"font-size: 19px; line-height: 1.8; color: rgba(255,255,255,0.9); max-width: 1000px; margin: 40px auto 48px auto;\">Data Lab research is written to be reused. AI Models Index charts and the Divergence Index dataset are licensed CC BY 4.0, so you can use them, including commercially, with credit to Suprmind Data Lab and a link to the source report. For interviews, press kits and data requests, write to <a href=\"mailto:press@suprmind.ai\">press@suprmind.ai<\/a>.<\/p>\n        <div style=\"display: flex; flex-wrap: wrap; gap: 24px;\">\n            <div style=\"flex: 1 1 400px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Cite<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">Suprmind Data Lab, report name and edition, with a link to the report page. Credit LMArena and Artificial Analysis for their own figures.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 400px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Embed live charts<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">Every AI Models Index chart has an Embed button. Embedded charts update with each edition, so your page never quotes stale numbers.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 400px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Download data<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">The Divergence Index publishes 12 aggregate CSVs under CC BY 4.0. The AI Models Index dataset is not published, but custom cuts are available on request.<\/p>\n            <\/div>\n            <div style=\"flex: 1 1 400px; box-sizing: border-box; padding: 32px; border: 2px solid var(--border-subtle); border-radius: 12px; background: rgba(255,255,255,0.02);\">\n                <h3 style=\"font-size: 20px; font-weight: 600; margin: 0 0 12px 0;\">Press kit<\/h3>\n                <p style=\"font-size: 16px; line-height: 1.7; color: #e5e7eb; margin: 0;\">Fact sheet, light and dark charts, the race-for-#1 video and logos. Request it through the press kit form at the end of the AI Models Index.<\/p>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section class=\"sm-section sm-section--dark sm-modes-section\">\n  <div class=\"sm-section__inner\">\n    <div class=\"section-label\" style=\"text-align: center;\">The Lab&#8217;s Toolkit<\/div>\n    <h2 class=\"sm-modes__header\">Every study runs on the same <br>six modes Suprmind ships.<\/h2>\n    <p class=\"sm-modes__sub\">Red Team and Debate do the ego trimming. Sequential builds the analysis. First Principles rebuilds the question when the obvious framing fails. Research Symphony runs the full pipeline. Switch modes mid-thread and every model keeps the context.<\/p>\n    <!-- Shared arrow marker (referenced by all flow SVGs below) -->\n    <svg width=\"0\" height=\"0\" aria-hidden=\"true\" style=\"position:absolute;width:0;height:0;\">\n      <defs>\n        <marker id=\"sm-modes-arrow\" viewBox=\"0 0 10 10\" refX=\"8\" refY=\"5\" markerWidth=\"6\" markerHeight=\"6\" orient=\"auto\">\n          <path d=\"M0 0 L10 5 L0 10 z\" fill=\"#A1A1AA\"\/>\n        <\/marker>\n      <\/defs>\n    <\/svg>\n\n    <div class=\"sm-modes__shell\" data-sm-modes>\n      <!-- Tab list -->\n      <div class=\"sm-modes__tablist\" role=\"tablist\" aria-label=\"Six Ways to Pressure-Test a Decision\">\n        <button class=\"sm-modes__tab is-active\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"0\" aria-selected=\"true\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M6 4l6 6 6-6M6 11l6 6 6-6\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">Sequential<\/span>\n          <span class=\"sm-modes__badge\">Default<\/span>\n        <\/button>\n        <button class=\"sm-modes__tab\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"1\" aria-selected=\"false\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect width=\"6\" height=\"6\" x=\"16\" y=\"16\" rx=\"1\"\/><rect width=\"6\" height=\"6\" x=\"2\" y=\"16\" rx=\"1\"\/><rect width=\"6\" height=\"6\" x=\"9\" y=\"2\" rx=\"1\"\/><path d=\"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3m-7-4V8\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">Super Mind<\/span>\n          <span class=\"sm-modes__badge\">Fastest<\/span>\n        <\/button>\n        <button class=\"sm-modes__tab\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"2\" aria-selected=\"false\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M3 6.5A1.5 1.5 0 0 1 4.5 5H13a1.5 1.5 0 0 1 1.5 1.5V11A1.5 1.5 0 0 1 13 12.5H7l-4 3z\"\/><path d=\"M9.5 16.5h7l4 3v-9A1.5 1.5 0 0 0 19 9h-1\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">Debate<\/span>\n        <\/button>\n        <button class=\"sm-modes__tab\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"3\" aria-selected=\"false\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14.5 17.5L3 6V3h3l11.5 11.5M13 19l6-6m-3 3l4 4m-1 1l2-2M14.5 6.5L18 3h3v3l-3.5 3.5M5 14l4 4m-2-1l-3 3m-1-1l2 2\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">Red Team<\/span>\n        <\/button>\n        <button class=\"sm-modes__tab\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"4\" aria-selected=\"false\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M6 18h8M3 22h18m-7 0a7 7 0 1 0 0-14h-1m-4 6h2m-2-2a2 2 0 0 1-2-2V6h6v4a2 2 0 0 1-2 2Zm3-6V3a1 1 0 0 0-1-1H9a1 1 0 0 0-1 1v3\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">Research Symphony<\/span>\n          <span class=\"sm-modes__badge\">Enterprise<\/span>\n        <\/button>\n        <button class=\"sm-modes__tab\" type=\"button\" role=\"tab\" data-sm-modes-tab=\"5\" aria-selected=\"false\">\n          <span class=\"sm-modes__tab-icon\">\n            <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"1\"\/><path d=\"M20.2 20.2c2.04-2.03.02-7.36-4.5-11.9c-4.54-4.52-9.87-6.54-11.9-4.5c-2.04 2.03-.02 7.36 4.5 11.9c4.54 4.52 9.87 6.54 11.9 4.5\"\/><path d=\"M15.7 15.7c4.52-4.54 6.54-9.87 4.5-11.9c-2.03-2.04-7.36-.02-11.9 4.5c-4.52 4.54-6.54 9.87-4.5 11.9c2.03 2.04 7.36.02 11.9-4.5\"\/><\/svg>\n          <\/span>\n          <span class=\"sm-modes__tab-name\">First Principles<\/span>\n          <span class=\"sm-modes__badge\">Pro+<\/span>\n        <\/button>\n      <\/div>\n\n      <!-- Panels (only the active one is displayed) -->\n\n      <!-- 0 - Sequential (sequential flow) -->\n      <div class=\"sm-modes__panel is-active\" role=\"tabpanel\" data-sm-modes-panel=\"0\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M6 4l6 6 6-6M6 11l6 6 6-6\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">Sequential<\/h3>\n            <span class=\"sm-modes__badge\">Default<\/span>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">AIs respond one after another. Each reads everything before it. The default and the deepest.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Complex analysis, research, architecture decisions<\/p>\n        <\/div>\n        <a class=\"sm-modes__panel-learn\" href=\"https:\/\/suprmind.ai\/hub\/modes\/sequential-mode\/\">Learn more <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"Sequential orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <circle cx=\"70\" cy=\"40\" r=\"9\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"80\" y1=\"40\" x2=\"120\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"130\" cy=\"40\" r=\"9\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"140\" y1=\"40\" x2=\"180\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"190\" cy=\"40\" r=\"9\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"200\" y1=\"40\" x2=\"240\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"250\" cy=\"40\" r=\"9\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"260\" y1=\"40\" x2=\"300\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"310\" cy=\"40\" r=\"9\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <line x1=\"319\" y1=\"40\" x2=\"380\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"380\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"390\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n\n      <!-- 1 - Super Mind (parallel flow) -->\n      <div class=\"sm-modes__panel\" role=\"tabpanel\" data-sm-modes-panel=\"1\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect width=\"6\" height=\"6\" x=\"16\" y=\"16\" rx=\"1\"\/><rect width=\"6\" height=\"6\" x=\"2\" y=\"16\" rx=\"1\"\/><rect width=\"6\" height=\"6\" x=\"9\" y=\"2\" rx=\"1\"\/><path d=\"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3m-7-4V8\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">Super Mind<\/h3>\n            <span class=\"sm-modes__badge\">Fastest<\/span>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">All five respond simultaneously. A sixth AI synthesizes one unified answer with consensus and divergence mapped.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Quick decisions, fact verification, time-sensitive calls<\/p>\n        <\/div>\n        <a class=\"sm-modes__panel-learn\" href=\"https:\/\/suprmind.ai\/hub\/modes\/super-mind\/\">Learn more <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"Super Mind orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"15\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"15\" r=\"7\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"28\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"28\" r=\"7\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"41\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"41\" r=\"7\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"54\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"54\" r=\"7\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"67\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"67\" r=\"7\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <line x1=\"212\" y1=\"40\" x2=\"350\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"350\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"360\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n\n      <!-- 2 - Debate (debate flow with \u00d73) -->\n      <div class=\"sm-modes__panel\" role=\"tabpanel\" data-sm-modes-panel=\"2\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M3 6.5A1.5 1.5 0 0 1 4.5 5H13a1.5 1.5 0 0 1 1.5 1.5V11A1.5 1.5 0 0 1 13 12.5H7l-4 3z\"\/><path d=\"M9.5 16.5h7l4 3v-9A1.5 1.5 0 0 0 19 9h-1\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">Debate<\/h3>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">AIs argue assigned positions in sequence. Rebuttals and counter-arguments. Minority views preserved.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Strategy validation, thesis stress-testing<\/p>\n        <\/div>\n        <a class=\"sm-modes__panel-learn\" href=\"https:\/\/suprmind.ai\/hub\/modes\/super-mind-debate-modes\/\">Learn more <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"Debate orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <circle cx=\"70\" cy=\"40\" r=\"9\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"80\" y1=\"40\" x2=\"120\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"130\" cy=\"40\" r=\"9\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"140\" y1=\"40\" x2=\"180\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"190\" cy=\"40\" r=\"9\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"200\" y1=\"40\" x2=\"240\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"250\" cy=\"40\" r=\"9\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"260\" y1=\"40\" x2=\"300\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"310\" cy=\"40\" r=\"9\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <text x=\"344\" y=\"44\" text-anchor=\"middle\" font-size=\"14\" font-weight=\"600\" fill=\"#c4b5fd\">\u00d73<\/text>\n            <line x1=\"358\" y1=\"40\" x2=\"380\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"380\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"390\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n\n      <!-- 3 - Red Team (debate flow, no \u00d73) -->\n      <div class=\"sm-modes__panel\" role=\"tabpanel\" data-sm-modes-panel=\"3\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14.5 17.5L3 6V3h3l11.5 11.5M13 19l6-6m-3 3l4 4m-1 1l2-2M14.5 6.5L18 3h3v3l-3.5 3.5M5 14l4 4m-2-1l-3 3m-1-1l2 2\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">Red Team<\/h3>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">AIs attack your plan from six angles in sequence: financial, technical, reputational, regulatory, operational, edge cases.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Pre-launch validation, risk assessment, investment pre-mortems<\/p>\n        <\/div>\n        <a class=\"sm-modes__panel-learn\" href=\"https:\/\/suprmind.ai\/hub\/modes\/red-team-mode\/\">Learn more <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"Red Team orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <circle cx=\"70\" cy=\"40\" r=\"9\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"80\" y1=\"40\" x2=\"120\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"130\" cy=\"40\" r=\"9\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"140\" y1=\"40\" x2=\"180\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"190\" cy=\"40\" r=\"9\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"200\" y1=\"40\" x2=\"240\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"250\" cy=\"40\" r=\"9\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"260\" y1=\"40\" x2=\"300\" y2=\"40\" stroke=\"#A1A1AA\" stroke-dasharray=\"3 3\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"310\" cy=\"40\" r=\"9\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <line x1=\"319\" y1=\"40\" x2=\"380\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"380\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"390\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n\n      <!-- 4 - Research Symphony (parallel flow) -->\n      <div class=\"sm-modes__panel\" role=\"tabpanel\" data-sm-modes-panel=\"4\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M6 18h8M3 22h18m-7 0a7 7 0 1 0 0-14h-1m-4 6h2m-2-2a2 2 0 0 1-2-2V6h6v4a2 2 0 0 1-2 2Zm3-6V3a1 1 0 0 0-1-1H9a1 1 0 0 0-1 1v3\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">Research Symphony<\/h3>\n            <span class=\"sm-modes__badge\">Enterprise<\/span>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">Automated research pipeline that retrieves sources, analyses, fact-checks, challenges, and synthesises. Produces 10,000+ word reports with citations.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Deep research, comprehensive reports<\/p>\n        <\/div>\n        <a class=\"sm-modes__panel-learn\" href=\"https:\/\/suprmind.ai\/hub\/modes\/research-symphony\/\">Learn more <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"Research Symphony orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"15\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"15\" r=\"7\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"28\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"28\" r=\"7\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"41\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"41\" r=\"7\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"54\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"54\" r=\"7\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"46\" y1=\"40\" x2=\"188\" y2=\"67\" stroke=\"#3F3F46\"\/>\n            <circle cx=\"200\" cy=\"67\" r=\"7\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <line x1=\"212\" y1=\"40\" x2=\"350\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"350\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"360\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n\n      <!-- 5 - First Principles (sequential flow) -->\n      <div class=\"sm-modes__panel\" role=\"tabpanel\" data-sm-modes-panel=\"5\">\n        <div class=\"sm-modes__panel-head\">\n          <span class=\"sm-modes__panel-avatar\">\n            <svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"1\"\/><path d=\"M20.2 20.2c2.04-2.03.02-7.36-4.5-11.9c-4.54-4.52-9.87-6.54-11.9-4.5c-2.04 2.03-.02 7.36 4.5 11.9c4.54 4.52 9.87 6.54 11.9 4.5\"\/><path d=\"M15.7 15.7c4.52-4.54 6.54-9.87 4.5-11.9c-2.03-2.04-7.36-.02-11.9 4.5c-4.52 4.54-6.54 9.87-4.5 11.9c2.03 2.04 7.36.02 11.9-4.5\"\/><\/svg>\n          <\/span>\n          <div class=\"sm-modes__panel-title-row\">\n            <h3 class=\"sm-modes__panel-title\">First Principles<\/h3>\n            <span class=\"sm-modes__badge\">Pro+<\/span>\n          <\/div>\n        <\/div>\n        <p class=\"sm-modes__panel-oneliner\">Strips a question to its fundamentals. Each model names its assumptions, identifies the underlying axioms, then rebuilds the analysis from the ground up.<\/p>\n        <div class=\"sm-modes__panel-bestfor\">\n          <p class=\"sm-modes__panel-bestfor-label\">Best for:<\/p>\n          <p class=\"sm-modes__panel-bestfor-value\">Highest-stakes decisions where convention is suspect<\/p>\n        <\/div>\n        <div class=\"sm-modes__flow\">\n          <svg viewBox=\"0 0 400 80\" role=\"img\" aria-label=\"First Principles orchestration flow\">\n            <circle cx=\"30\" cy=\"40\" r=\"10\" fill=\"rgba(255,255,255,0.06)\" stroke=\"rgba(255,255,255,0.2)\"\/>\n            <text x=\"30\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#71717A\">You<\/text>\n            <circle cx=\"70\" cy=\"40\" r=\"9\" fill=\"#10A37F22\" stroke=\"#10A37F66\"\/>\n            <line x1=\"80\" y1=\"40\" x2=\"120\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"130\" cy=\"40\" r=\"9\" fill=\"#D9775722\" stroke=\"#D9775766\"\/>\n            <line x1=\"140\" y1=\"40\" x2=\"180\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"190\" cy=\"40\" r=\"9\" fill=\"#4285F422\" stroke=\"#4285F466\"\/>\n            <line x1=\"200\" y1=\"40\" x2=\"240\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"250\" cy=\"40\" r=\"9\" fill=\"#E11D4822\" stroke=\"#E11D4866\"\/>\n            <line x1=\"260\" y1=\"40\" x2=\"300\" y2=\"40\" stroke=\"#3F3F46\" marker-end=\"url(#sm-modes-arrow)\"\/>\n            <circle cx=\"310\" cy=\"40\" r=\"9\" fill=\"#22D3EE22\" stroke=\"#22D3EE66\"\/>\n            <line x1=\"319\" y1=\"40\" x2=\"380\" y2=\"40\" stroke=\"#3F3F46\"\/>\n            <rect x=\"380\" y=\"32\" width=\"20\" height=\"16\" rx=\"3\" fill=\"rgba(168,85,247,0.10)\" stroke=\"rgba(168,85,247,0.4)\"\/>\n            <text x=\"390\" y=\"64\" text-anchor=\"middle\" font-size=\"9\" fill=\"#c4b5fd\">Doc<\/text>\n          <\/svg>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <p class=\"sm-modes__footnote\">\n      Sequential, Debate, Red Team, and First Principles all use sequential orchestration &#8211; each AI builds on what came before. Super Mind mode runs in parallel with a synthesis layer. Chain any combination mid-conversation.\n    <\/p>\n  <\/div>\n<\/section>\n\n<section class=\"sm-section sm-section--dark sm-usecases-section\">\n  <div class=\"sm-section__inner\">\n    <div class=\"sm-usecases__heading\">\n      <p class=\"sm-usecases__eyebrow\">Beyond the Lab<\/p>\n      <h2 class=\"sm-usecases__header\">Four jobs, four shipped artifacts.<\/h2>\n      <p class=\"sm-usecases__sub\">Research is one job the five AIs do. Here are four more, and every output is a real document you can export and send.<\/p>\n    <\/div>\n\n    <div class=\"sm-usecases__tabs\" role=\"tablist\" data-sm-usecases>\n      <button class=\"sm-usecases__tab is-active\" type=\"button\" role=\"tab\" data-sm-usecases-tab=\"0\" aria-selected=\"true\">\n        <span class=\"sm-usecases__tab-icon\">\n          <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M16 7V5a2 2 0 0 0-2-2h-4a2 2 0 0 0-2 2v2\"\/><rect x=\"2\" y=\"7\" width=\"20\" height=\"13\" rx=\"2\"\/><\/svg>\n        <\/span>\n        Strategy Consultants\n      <\/button>\n      <button class=\"sm-usecases__tab\" type=\"button\" role=\"tab\" data-sm-usecases-tab=\"1\" aria-selected=\"false\">\n        <span class=\"sm-usecases__tab-icon\">\n          <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M9 18h6m-5 3h4M12 2a6 6 0 0 0-3 11.2c.7.5 1 1 1 2v.8h4v-.8c0-1 .3-1.5 1-2A6 6 0 0 0 12 2z\"\/><\/svg>\n        <\/span>\n        Founders &amp; Operators\n      <\/button>\n      <button class=\"sm-usecases__tab\" type=\"button\" role=\"tab\" data-sm-usecases-tab=\"2\" aria-selected=\"false\">\n        <span class=\"sm-usecases__tab-icon\">\n          <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"1\"\/><ellipse cx=\"12\" cy=\"12\" rx=\"10\" ry=\"4.5\"\/><ellipse cx=\"12\" cy=\"12\" rx=\"10\" ry=\"4.5\" transform=\"rotate(60 12 12)\"\/><ellipse cx=\"12\" cy=\"12\" rx=\"10\" ry=\"4.5\" transform=\"rotate(120 12 12)\"\/><\/svg>\n        <\/span>\n        AI Power Users\n      <\/button>\n      <button class=\"sm-usecases__tab\" type=\"button\" role=\"tab\" data-sm-usecases-tab=\"3\" aria-selected=\"false\">\n        <span class=\"sm-usecases__tab-icon\">\n          <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><line x1=\"4\" y1=\"20\" x2=\"20\" y2=\"20\"\/><rect x=\"5\" y=\"11\" width=\"3\" height=\"8\"\/><rect x=\"11\" y=\"6\" width=\"3\" height=\"13\"\/><rect x=\"17\" y=\"14\" width=\"3\" height=\"5\"\/><\/svg>\n        <\/span>\n        Investment Analysts\n      <\/button>\n    <\/div>\n\n    <!-- Panel 0 - Strategy Consultants \u2192 Master Document peek -->\n    <div class=\"sm-usecases__panel is-active\" role=\"tabpanel\" data-sm-usecases-panel=\"0\">\n      <div class=\"sm-usecases__copy\">\n        <p class=\"sm-usecases__persona\">Strategy Consultants<\/p>\n        <h3 class=\"sm-usecases__title\">M&amp;A pre-mortem in 90 minutes<\/h3>\n        <p class=\"sm-usecases__body\">\n          Walk into the partner meeting with five frontier AIs already disagreeing on your behalf. Each fabrication caught before slides leave your laptop.\n        <\/p>\n        <button type=\"button\" class=\"sm-usecases__cta\">\n          See sample output\n          <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M7 17L17 7M9 7h8v8\"\/><\/svg>\n        <\/button>\n      <\/div>\n      <div class=\"sm-peek\">\n        <div class=\"sm-peek__top\">\n          <span class=\"sm-peek__eyebrow\">Master Document &#8211; preview<\/span>\n          <span class=\"sm-peek__sub\">v4 \u00b7 exported as PDF<\/span>\n        <\/div>\n        <h4 class=\"sm-peek__title\">Skybridge Acquisition &#8211; Recommendation Memo<\/h4>\n        <p class=\"sm-peek__meta\">Prepared by Suprmind \u00b7 Sequential mode \u00b7 5 models \u00b7 47 min<\/p>\n        <div class=\"sm-peek__verdict\">\n          <p class=\"sm-peek__verdict-label\">Verdict<\/p>\n          <p class=\"sm-peek__verdict-body\">Do not acquire at $42M. Revisit at $26M with NRR turnaround proof.<\/p>\n        <\/div>\n        <div class=\"sm-peek__list\">\n          <div class=\"sm-peek__list-row\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/><path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/><\/svg><span class=\"sm-peek__list-row-text\">Executive summary<\/span><\/div>\n          <div class=\"sm-peek__list-row\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/><path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/><\/svg><span class=\"sm-peek__list-row-text\">Five-model consensus matrix<\/span><\/div>\n          <div class=\"sm-peek__list-row\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/><path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/><\/svg><span class=\"sm-peek__list-row-text\">Disagreements &amp; unresolved questions<\/span><\/div>\n          <div class=\"sm-peek__list-row\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/><path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/><\/svg><span class=\"sm-peek__list-row-text\">Risk register (red team output)<\/span><\/div>\n          <div class=\"sm-peek__list-row\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M14 3v4a1 1 0 0 0 1 1h4\"\/><path d=\"M17 21H7a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h7l5 5v11a2 2 0 0 1-2 2z\"\/><\/svg><span class=\"sm-peek__list-row-text\">Supporting evidence &#8211; citations<\/span><\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <!-- Panel 1 - Founders & Operators \u2192 Debate peek -->\n    <div class=\"sm-usecases__panel\" role=\"tabpanel\" data-sm-usecases-panel=\"1\">\n      <div class=\"sm-usecases__copy\">\n        <p class=\"sm-usecases__persona\">Founders &amp; Operators<\/p>\n        <h3 class=\"sm-usecases__title\">Pricing experiment, defended<\/h3>\n        <p class=\"sm-usecases__body\">\n          Run a $79 vs $149 split through Debate mode. Watch Claude argue retention, Grok argue elasticity, Perplexity ground both in 2026 benchmarks.\n        <\/p>\n        <button type=\"button\" class=\"sm-usecases__cta\">\n          See sample output\n          <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M7 17L17 7M9 7h8v8\"\/><\/svg>\n        <\/button>\n      <\/div>\n      <div class=\"sm-peek sm-peek--debate\">\n        <span class=\"sm-peek__eyebrow\">Debate transcript &#8211; preview<\/span>\n        <div class=\"sm-peek__debate-list\">\n          <div class=\"sm-peek__debate-row\">\n            <div class=\"sm-peek__debate-head\">\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#D97757\" aria-hidden=\"true\"><path d=\"M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z\"\/><\/svg>\n              <span class=\"sm-peek__debate-provider\">Claude<\/span>\n              <span class=\"sm-peek__debate-stance\">PRO &#8211; $149<\/span>\n            <\/div>\n            <p class=\"sm-peek__debate-text\">Retention curve flattens past $99. The $50 of headroom buys you Frontier-buyer signaling.<\/p>\n          <\/div>\n          <div class=\"sm-peek__debate-row\">\n            <div class=\"sm-peek__debate-head\">\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#E11D48\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n              <span class=\"sm-peek__debate-provider\">Grok<\/span>\n              <span class=\"sm-peek__debate-stance\">CON &#8211; $79<\/span>\n            <\/div>\n            <p class=\"sm-peek__debate-text\">Elasticity at this stage is brutal. You&#8217;ll lose 31% of conversions for ~22% revenue lift.<\/p>\n          <\/div>\n          <div class=\"sm-peek__debate-row\">\n            <div class=\"sm-peek__debate-head\">\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#22D3EE\" aria-hidden=\"true\"><path d=\"M22.3977 7.0896h-2.3106V.0676l-7.5094 6.3542V.0676L4.8011 7.0896H1.6021v9.7732h3.1991v7.0696l7.7776-6.6065v6.6065l7.5094-6.3542v6.3542H22.3978z\"\/><\/svg>\n              <span class=\"sm-peek__debate-provider\">Perplexity<\/span>\n              <span class=\"sm-peek__debate-stance\">CONTEXT<\/span>\n            <\/div>\n            <p class=\"sm-peek__debate-text\">2026 SaaS prosumer benchmarks: 38% of $99+ tools see &gt;40% trial-to-paid lift after price reduction.<\/p>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <!-- Panel 2 - AI Power Users \u2192 Consolidate peek -->\n    <div class=\"sm-usecases__panel\" role=\"tabpanel\" data-sm-usecases-panel=\"2\">\n      <div class=\"sm-usecases__copy\">\n        <p class=\"sm-usecases__persona\">AI Power Users<\/p>\n        <h3 class=\"sm-usecases__title\">Stop reconciling five tabs<\/h3>\n        <p class=\"sm-usecases__body\">\n          Cancel ChatGPT Pro, Claude Pro, Perplexity Pro, Gemini Advanced. One conversation. Five models. Shared context. $95\/mo all-in.\n        <\/p>\n        <button type=\"button\" class=\"sm-usecases__cta\">\n          See sample output\n          <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M7 17L17 7M9 7h8v8\"\/><\/svg>\n        <\/button>\n      <\/div>\n      <div class=\"sm-peek\">\n        <span class=\"sm-peek__eyebrow sm-peek__eyebrow--mute\">Your current stack<\/span>\n        <div class=\"sm-peek__subs\">\n          <div class=\"sm-peek__sub-row\">\n            <span class=\"sm-peek__sub-name\"><span class=\"sm-peek__sub-dot\" style=\"background:#10A37F;\"><\/span><span class=\"sm-peek__sub-label\">ChatGPT Plus<\/span><\/span>\n            <span class=\"sm-peek__sub-price\">$20\/mo<\/span>\n          <\/div>\n          <div class=\"sm-peek__sub-row\">\n            <span class=\"sm-peek__sub-name\"><span class=\"sm-peek__sub-dot\" style=\"background:#D97757;\"><\/span><span class=\"sm-peek__sub-label\">Claude Pro<\/span><\/span>\n            <span class=\"sm-peek__sub-price\">$20\/mo<\/span>\n          <\/div>\n          <div class=\"sm-peek__sub-row\">\n            <span class=\"sm-peek__sub-name\"><span class=\"sm-peek__sub-dot\" style=\"background:#22D3EE;\"><\/span><span class=\"sm-peek__sub-label\">Perplexity Pro<\/span><\/span>\n            <span class=\"sm-peek__sub-price\">$20\/mo<\/span>\n          <\/div>\n          <div class=\"sm-peek__sub-row\">\n            <span class=\"sm-peek__sub-name\"><span class=\"sm-peek__sub-dot\" style=\"background:#4285F4;\"><\/span><span class=\"sm-peek__sub-label\">Gemini Advanced<\/span><\/span>\n            <span class=\"sm-peek__sub-price\">$20\/mo<\/span>\n          <\/div>\n          <div class=\"sm-peek__sub-row\">\n            <span class=\"sm-peek__sub-name\"><span class=\"sm-peek__sub-dot\" style=\"background:#E11D48;\"><\/span><span class=\"sm-peek__sub-label\">X Premium+<\/span><\/span>\n            <span class=\"sm-peek__sub-price\">$16\/mo<\/span>\n          <\/div>\n        <\/div>\n        <div class=\"sm-peek__total\">\n          <span class=\"sm-peek__total-label\">Total \/ month<\/span>\n          <span class=\"sm-peek__total-v\">$96<\/span>\n        <\/div>\n        <div class=\"sm-peek__frontier\">\n          <div>\n            <p class=\"sm-peek__frontier-eyebrow\">Suprmind Frontier<\/p>\n            <p class=\"sm-peek__frontier-line\">All five models \u00b7 one thread \u00b7 shared context<\/p>\n          <\/div>\n          <p class=\"sm-peek__frontier-price\">$95<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <!-- Panel 3 - Investment Analysts \u2192 Research peek -->\n    <div class=\"sm-usecases__panel\" role=\"tabpanel\" data-sm-usecases-panel=\"3\">\n      <div class=\"sm-usecases__copy\">\n        <p class=\"sm-usecases__persona\">Investment Analysts<\/p>\n        <h3 class=\"sm-usecases__title\">IC memo, defensible by 4pm<\/h3>\n        <p class=\"sm-usecases__body\">\n          Five knowledge bases reference the same question. Build the strongest case for and against before capital gets committed.\n        <\/p>\n        <button type=\"button\" class=\"sm-usecases__cta\">\n          See sample output\n          <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M7 17L17 7M9 7h8v8\"\/><\/svg>\n        <\/button>\n      <\/div>\n      <div class=\"sm-peek sm-peek--research\">\n        <span class=\"sm-peek__eyebrow\">Research Symphony &#8211; pipeline<\/span>\n        <div class=\"sm-peek__pipeline\">\n          <div class=\"sm-peek__pipeline-row\">\n            <span class=\"sm-peek__pipeline-num\">01<\/span>\n            <span class=\"sm-peek__pipeline-stage\">Retrieval<\/span>\n            <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#22D3EE\" aria-hidden=\"true\"><path d=\"M22.3977 7.0896h-2.3106V.0676l-7.5094 6.3542V.0676L4.8011 7.0896H1.6021v9.7732h3.1991v7.0696l7.7776-6.6065v6.6065l7.5094-6.3542v6.3542H22.3978z\"\/><\/svg>\n            <span class=\"sm-peek__pipeline-meta\">47 sources cited<\/span>\n            <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#10b981\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg>\n          <\/div>\n          <div class=\"sm-peek__pipeline-row\">\n            <span class=\"sm-peek__pipeline-num\">02<\/span>\n            <span class=\"sm-peek__pipeline-stage\">Analysis<\/span>\n            <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#D97757\" aria-hidden=\"true\"><path d=\"M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z\"\/><\/svg>\n            <span class=\"sm-peek__pipeline-meta\">8 themes extracted<\/span>\n            <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#10b981\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg>\n          <\/div>\n          <div class=\"sm-peek__pipeline-row\">\n            <span class=\"sm-peek__pipeline-num\">03<\/span>\n            <span class=\"sm-peek__pipeline-stage\">Fact-check<\/span>\n            <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#4285F4\" aria-hidden=\"true\"><path d=\"M12 24A14.304 14.304 0 0 0 0 12 14.304 14.304 0 0 0 12 0a14.305 14.305 0 0 0 12 12 14.305 14.305 0 0 0-12 12Z\"\/><\/svg>\n            <span class=\"sm-peek__pipeline-meta\">3 contradictions flagged<\/span>\n            <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#10b981\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg>\n          <\/div>\n          <div class=\"sm-peek__pipeline-row\">\n            <span class=\"sm-peek__pipeline-num\">04<\/span>\n            <span class=\"sm-peek__pipeline-stage\">Challenge<\/span>\n            <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#E11D48\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" d=\"M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815\"\/><\/svg>\n            <span class=\"sm-peek__pipeline-meta\">Red-team pass<\/span>\n            <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#10b981\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg>\n          <\/div>\n          <div class=\"sm-peek__pipeline-row sm-peek__pipeline-row--streaming\">\n            <span class=\"sm-peek__pipeline-num\">05<\/span>\n            <span class=\"sm-peek__pipeline-stage\">Synthesis<\/span>\n            <svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"#10A37F\" aria-hidden=\"true\"><path d=\"M22.282 9.821a5.985 5.985 0 0 0-.516-4.91 6.046 6.046 0 0 0-6.51-2.9A6.065 6.065 0 0 0 4.981 4.18a5.985 5.985 0 0 0-3.998 2.9 6.046 6.046 0 0 0 .743 7.097 5.98 5.98 0 0 0 .51 4.911 6.051 6.051 0 0 0 6.515 2.9A5.985 5.985 0 0 0 13.26 24a6.056 6.056 0 0 0 5.772-4.206 5.99 5.99 0 0 0 3.997-2.9 6.056 6.056 0 0 0-.747-7.073z\"\/><\/svg>\n            <span class=\"sm-peek__pipeline-meta\">8,200 \/ ~10,000 words<\/span>\n            <span class=\"sm-peek__dots\"><span class=\"sm-peek__dot\"><\/span><span class=\"sm-peek__dot\"><\/span><span class=\"sm-peek__dot\"><\/span><\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<div style=\"padding: 72px 0 84px; text-align: center;\">\n  <div class=\"section-label\" style=\"padding: 20px;\">Companies solving day-to-day challenges with Suprmind<\/div>\n  <!-- ============================================================\r\n  Suprmind \u2014 rotating company-logo wall (social proof)\r\n  WPCode snippet \u00b7 type HTML \u00b7 location \"Shortcode\" \u2192 [wpcode id=\"\u2026\"]\r\n\r\n  Logos + rotation only. 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}, CONFIG.fadeMs + 140);\r\n      reschedule(i);\r\n    }\r\n\r\n    function onResize() {\r\n      clearTimeout(rsT);\r\n      rsT = setTimeout(function () { if (targetN() !== currentN) build(); }, 150);\r\n    }\r\n    if (window.ResizeObserver) new ResizeObserver(onResize).observe(wall);\r\n    else window.addEventListener('resize', onResize);\r\n\r\n    \/\/ only rotate while the wall is (near) the viewport\r\n    if (window.IntersectionObserver) {\r\n      new IntersectionObserver(function (entries) {\r\n        running = entries[0].isIntersecting;\r\n      }, { rootMargin: '200px 0px' }).observe(wall);\r\n    } else { running = true; }\r\n\r\n    build();\r\n  }\r\n\r\n  function start() { document.querySelectorAll('.smlc').forEach(init); }\r\n  if (document.readyState === 'loading') document.addEventListener('DOMContentLoaded', start);\r\n  else start();\r\n})();\r\n<\/script>\r\n\n<\/div>\n\n<section class=\"sm-section sm-section--dark sm-testimonials-section\" style=\"max-width: 1000px; margin: 0 auto; text-align: center;\">\n        <div class=\"section-label\">Real Work<\/div>\n        <h2>Built for people who need decisions <br>that survive scrutiny.<\/h2>\n\n  <div class=\"sm-section__inner\">\n    <div class=\"sm-testimonials__grid\">\n      <!-- Featured -->\n      <figure class=\"sm-testimonials__featured\">\n        <svg class=\"sm-testimonials__quote-mark\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\">\n          <path d=\"M3 21V13H7C7 10.79 5.21 9 3 9V7C6.31 7 9 9.69 9 13V21H3ZM15 21V13H19C19 10.79 17.21 9 15 9V7C18.31 7 21 9.69 21 13V21H15Z\"\/>\n        <\/svg>\n        <blockquote class=\"sm-testimonials__featured-quote\">\n          &ldquo;5 AIs were a go-to resource in setting up our new business venture in NYC. From red teaming the initial idea (with harsh feedback), studio market and competitors analysis, to day to day brainstorming about launch phases and website setup. Being able to bounce any idea off 5 AIs, get a clear filtered answer and a todo list in 10 minutes helps a lot.&rdquo;\n        <\/blockquote>\n        <figcaption class=\"sm-testimonials__caption\">\n          <span class=\"sm-testimonials__avatar sm-testimonials__avatar--lg\" aria-hidden=\"true\">LF<\/span>\n          <div>\n            <p class=\"sm-testimonials__author\">Luka Funduk<\/p>\n            <p class=\"sm-testimonials__role\">CEO, OFF Studio NYC &amp; Funduck Production<\/p>\n          <\/div>\n        <\/figcaption>\n      <\/figure>\n\n      <!-- Supporting column -->\n      <div class=\"sm-testimonials__column\">\n        <figure class=\"sm-testimonials__card\">\n          <blockquote class=\"sm-testimonials__card-quote\">\n            &ldquo;I started using it for <a href=\"https:\/\/suprmind.ai\/hub\/comparison\/ai-fiesta-alternative\/\" title=\"AI Fiesta Alternative\">competitor<\/a> research and it just kept expanding &#8211; new markets, risk reviews, compliance docs. Five different angles on the same question catches things I would have missed.&rdquo;\n          <\/blockquote>\n          <figcaption class=\"sm-testimonials__card-caption\">\n            <span class=\"sm-testimonials__avatar\" aria-hidden=\"true\">AW<\/span>\n            <div>\n              <p class=\"sm-testimonials__author\">Aaron Weller<\/p>\n              <p class=\"sm-testimonials__role\">CEO &amp; Co-founder, Miss Amara<\/p>\n            <\/div>\n          <\/figcaption>\n        <\/figure>\n\n        <figure class=\"sm-testimonials__card\">\n          <blockquote class=\"sm-testimonials__card-quote\">\n            &ldquo;We run everything through Suprmind now &#8211; new business ideas, client contracts, marketing strategies. Having five AIs push back on each other in one thread replaced hours of second-guessing between tools.&rdquo;\n          <\/blockquote>\n          <figcaption class=\"sm-testimonials__card-caption\">\n            <span class=\"sm-testimonials__avatar\" aria-hidden=\"true\">MD<\/span>\n            <div>\n              <p class=\"sm-testimonials__author\">Milica D.<\/p>\n              <p class=\"sm-testimonials__role\">Co-founder &amp; COO, Global Digital Marketing Agency<\/p>\n            <\/div>\n          <\/figcaption>\n        <\/figure>\n\n        <figure class=\"sm-testimonials__card\">\n          <blockquote class=\"sm-testimonials__card-quote\">\n            &ldquo;For analyzing business plans and evaluating client processes, the depth you get from five models reading each other is genuinely different. The Master Document export with custom prompt alone saves me hours on final reports.&rdquo;\n          <\/blockquote>\n          <figcaption class=\"sm-testimonials__card-caption\">\n            <span class=\"sm-testimonials__avatar\" aria-hidden=\"true\">MT<\/span>\n            <div>\n              <p class=\"sm-testimonials__author\">Milos Tanasijevic<\/p>\n              <p class=\"sm-testimonials__role\">Senior International Adviser, EBRD &#8211; European Bank for Reconstruction and Development<\/p>\n            <\/div>\n          <\/figcaption>\n        <\/figure>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding: 50px 48px;\">\n    <div class=\"stats\">\n        <div class=\"stat-item\" style=\"border: 2px solid rgba(255,255,255,0.08); border-radius: 12px;\">\n            <div class=\"stat-number\">5<\/div>\n            <div class=\"stat-label\">Frontier Models<\/div>\n        <\/div>\n        <div class=\"stat-item\" style=\"border: 2px solid rgba(255,255,255,0.08); border-radius: 12px;\">\n            <div class=\"stat-number\">6<\/div>\n            <div class=\"stat-label\">Orchestration Modes<\/div>\n        <\/div>\n        <div class=\"stat-item\" style=\"border: 2px solid rgba(255,255,255,0.08); border-radius: 12px;\">\n            <div class=\"stat-number\">25+<\/div>\n            <div class=\"stat-label\">Master Document Templates<\/div>\n        <\/div>\n        <div class=\"stat-item\" style=\"border: 2px solid rgba(255,255,255,0.08); border-radius: 12px;\">\n            <div class=\"stat-number\">10K+<\/div>\n            <div class=\"stat-label\">Words per Research Symphony Report<\/div>\n        <\/div>\n    <\/div>\n    <div style=\"text-align: center; margin-top: 48px;\">\n        <p style=\"font-size: 18px; color: #e5e7eb; font-style: italic; letter-spacing: 0.3px;\">\n            Disagreement is the feature.\n        <\/p>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 100px 48px;\">\n    <div class=\"cta-section\">\n        <h2>Radomir&#8217;s ideas get no special treatment. <br>Yours won&#8217;t either.<\/h2>\n        <p class=\"cta-subtitle\">Bring the plan you are most sure about. Five frontier AIs will read it, argue about it and tell you what breaks, before your money, your client or your board finds out.<\/p>\n        <div class=\"hero-cta-group\">\n            <a href=\"https:\/\/suprmind.ai\/signup\/spark\" class=\"btn-white\" data-cta-position=\"closing\" data-cta-provider=\"suprmind\" data-cta-variant=\"data-lab\">Start Your Free Trial &rarr;<\/a>\n            <a href=\"https:\/\/suprmind.ai\/hub\/pricing\/\" class=\"btn-white\" data-cta-position=\"closing-secondary\" data-cta-provider=\"suprmind\" data-cta-variant=\"data-lab\">Compare Plans<\/a>\n        <\/div>\n        <p style=\"margin-top: 24px; font-size: 16px; opacity: 0.8;\">7 days free. No credit card required. The trial runs GPT, Claude, Gemini and Grok. All five AIs, Debate and Red Team come with Pro at $45\/mo.<\/p>\n    <\/div>\n<\/section>\n\n<section id=\"faq\" aria-labelledby=\"faq-heading\">\n    <p class=\"section-label\">FAQ<\/p>\n    <h2 id=\"faq-heading\">Questions About the Lab<\/h2>\n\n    <div class=\"faq-accordion\">\n        <details class=\"faq-item\" open>\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">What is Suprmind Data Lab?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Suprmind Data Lab is the research arm of Suprmind. It publishes original data on how AI models behave: the Multi-Model AI Divergence Index, the AI Hallucination Rates &amp; Benchmarks report and the AI Models Index. Every study is planned and argued out inside Suprmind, where five frontier AIs challenge the idea before any data work starts.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Who does the research, people or AI?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Both. Human researchers choose the questions, set the methods and review every report before it ships. AI does most of the legwork: five frontier models debate each study in Suprmind, and outside tools such as deep research agents gather and draft. When an AI and a primary source disagree, the source wins.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Can I use your AI research charts in my article?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Yes, with credit. AI Models Index charts are licensed CC BY 4.0, commercial use included, and come with embed code that updates with each new edition. The Divergence Index publishes its aggregate data under the same license. Credit Suprmind Data Lab and link to the report you quote.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Is the underlying data available?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Partly. The Multi-Model AI Divergence Index publishes 12 aggregate CSVs under CC BY 4.0, while turn-level data stays private to protect users. The AI Models Index dataset is not published, but you can request a custom cut at press@suprmind.ai.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">How often is Data Lab research updated?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">It depends on the report. The AI Models Index ships a new edition every two weeks. The hallucination benchmarks report is revised as major benchmarks publish new results. The Divergence Index is an edition-based study built from Suprmind production data, and each edition carries its sample window and date.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Does Suprmind&#8217;s own product bias the findings?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">It is a fair question, and the reports disclose it. Suprmind runs models from several of the labs we measure, so every report publishes its method, keeps weak numbers for providers in our own roster and names what the study cannot claim. The Divergence Index, for example, measures divergence, not ground truth.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Where do the AI statistics on this page come from?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Every research statistic on this page comes from one of the three Data Lab reports linked above, and each report states its sample, window and date. Third-party figures, such as LMArena ratings or AA-Omniscience scores, are credited to their original source inside the report that uses them.<\/p>\n            <\/div>\n        <\/details>\n\n        <details class=\"faq-item\">\n            <summary class=\"faq-question\">\n                <h3 class=\"faq-question-title\">Can I run research like this in Suprmind myself?<\/h3>\n                <span class=\"faq-icon\" aria-hidden=\"true\">+<\/span>\n            <\/summary>\n            <div class=\"faq-answer\">\n                <p style=\"font-size: 17px; line-height: 1.7;\">Yes. The lab works in the same <a href=\"https:\/\/suprmind.ai\/hub\/platform\/\">multi-AI platform<\/a> you can try. Spark includes Sequential and Super Mind with a 7-day free trial and no credit card. Pro adds Debate, Red Team and First Principles, the modes the lab uses to trim ideas, and Research Symphony runs on Enterprise.<\/p>\n            <\/div>\n        <\/details>\n    <\/div>\n<\/section>\n\n<section style=\"padding: 40px 48px; text-align: center;\">\n    <p style=\"font-size: 16px; color: #e5e7eb; font-weight: 500; margin-bottom: 8px;\">Disagreement is the feature.<\/p>\n    <p style=\"font-size: 16px; color: #e5e7eb; font-style: italic;\">Original AI research, argued over by five AIs first.<\/p>\n<\/section>\n\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Suprmind Data Lab is the research arm of Suprmind: human researchers and five frontier AIs that argue every idea out in a shared thread before any data work starts. Three reports so far: the Multi-Model AI Divergence Index, the AI hallucination benchmarks report and the AI Models Index.<\/p>\n","protected":false},"author":1,"featured_media":8738,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"supr-business-ai.php","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"tags":[],"class_list":["post-8732","page","type-page","status-publish","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Suprmind Data Lab publishes original AI research: the Divergence Index, AI hallucination benchmarks and the AI Models Index. 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