{"id":8,"date":"2026-10-02T20:13:04","date_gmt":"2026-10-02T20:13:04","guid":{"rendered":"https:\/\/noeticresearch.wpenginepowered.com\/?page_id=8"},"modified":"2026-10-03T17:41:47","modified_gmt":"2026-10-03T17:41:47","slug":"home","status":"publish","type":"page","link":"https:\/\/noeticresearch.org\/","title":{"rendered":"Noetic Research"},"content":{"rendered":"\n<div id=\"noetic-light\" class=\"wp-block-group noetic-homepage is-layout-flow wp-block-group-is-layout-flow\">\n\n<link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n<link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=DM+Sans:wght@400;500;600;700&#038;family=IBM+Plex+Mono:wght@400;500&#038;family=Inter+Tight:wght@400;500;600;700;800&#038;family=Source+Serif+4:ital,wght@0,400;0,500;1,400&#038;display=swap\" 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h3{font-size:1.8rem}#noetic-light .publication-feature>.feature-description{min-height:0}#noetic-light .site-footer>nav{max-width:100%}}\n<\/style>\n  <a class=\"skip-link\" href=\"#main\">Skip to content<\/a>\n  <div class=\"container\">\n    <header class=\"site-header\">\n      <a class=\"wordmark\" href=\"\/\" aria-label=\"Noetic Research home\">Noetic <span>Research<\/span><i aria-hidden=\"true\">\/<\/i><\/a>\n      <nav aria-label=\"Main navigation\"><a href=\"\/?page_id=11\">Technical Research<\/a><a href=\"\/?page_id=12\">Policy Briefs<\/a><a href=\"\/#approach\">Our approach<\/a><a href=\"\/#about\">About us<\/a><\/nav>\n    <\/header>\n  <\/div>\n  \n\n<main id=\"main\" class=\"wp-block-group noetic-main is-layout-flow wp-block-group-is-layout-flow\">\n\n\n    <section class=\"hero container\" aria-labelledby=\"hero-title\">\n      <div class=\"hero-copy\">\n        <p class=\"eyebrow\">Independent AI safety research<\/p>\n        <h1 id=\"hero-title\">Understand<br>what AI<br>actually does.<\/h1>\n        <p class=\"hero-description\">Independent, Open-Source Investigations into AI Incidents on the internet.<\/p>\n        <div class=\"hero-actions\"><a class=\"primary-link\" href=\"\/?page_id=11\">Explore technical research<\/a><a class=\"brief-link\" href=\"\/?page_id=12\">Policy briefs \u2197<\/a><\/div>\n      <\/div>\n      <figure class=\"hero-figure\">\n        <img class=\"hero-artwork wp-image-25\" src=\"https:\/\/noeticresearch.org\/wp-content\/uploads\/2026\/10\/noetic-evidence-landscape.png\" srcset=\"https:\/\/noeticresearch.org\/wp-content\/uploads\/2026\/10\/noetic-evidence-landscape-300x300.png 300w, https:\/\/noeticresearch.org\/wp-content\/uploads\/2026\/10\/noetic-evidence-landscape-768x768.png 768w, https:\/\/noeticresearch.org\/wp-content\/uploads\/2026\/10\/noetic-evidence-landscape-1024x1024.png 1024w, https:\/\/noeticresearch.org\/wp-content\/uploads\/2026\/10\/noetic-evidence-landscape.png 1254w\" sizes=\"(max-width:720px) calc(100vw - 40px), (max-width:1336px) 48vw, 610px\" width=\"1254\" height=\"1254\" loading=\"eager\" fetchpriority=\"high\" decoding=\"async\" alt=\"Abstract data landscapes connected by fine lines and a teal path.\">\n        \n      <\/figure>\n    <\/section>\n    \n\n<section id=\"publications\" class=\"wp-block-group publications-home container is-layout-flow wp-block-group-is-layout-flow\">\n\n<div class=\"wp-block-group publications-home-inner is-layout-flow wp-block-group-is-layout-flow\">\n\n<div class=\"publications-home-heading\"><p class=\"eyebrow\">Explore our publications<\/p><h2>Evidence for researchers.<br>Clarity for policymakers.<\/h2><\/div>\n\n<div class=\"wp-block-group publications-home-grid is-layout-flow wp-block-group-is-layout-flow\">\n\n<article class=\"wp-block-group publication-feature is-layout-flow wp-block-group-is-layout-flow\">\n\n<p class=\"eyebrow\">01 \/ For researchers<\/p><h3>Technical Research<\/h3><p class=\"feature-description\">Methods, investigations, and analysis. Follow the evidence behind our understanding of AI.<\/p><a class=\"text-link\" href=\"\/?page_id=11\">Explore technical research \u2192<\/a>\n\n<div class=\"wp-block-query home-publication-query is-layout-flow wp-block-query-is-layout-flow\">\n<div class=\"wp-block-query-no-results\">\n\n<p class=\"home-publication-empty wp-block-paragraph\">Publications will appear here as they are released.<\/p>\n\n<\/div>\n<\/div>\n\n<\/article>\n\n<article class=\"wp-block-group publication-feature is-layout-flow wp-block-group-is-layout-flow\">\n\n<p class=\"eyebrow\">02 \/ For policymakers<\/p><h3>Policy Briefs<\/h3><p class=\"feature-description\">Key findings and policy implications. Understand what the research means for decisions about AI.<\/p><a class=\"text-link\" href=\"\/?page_id=12\">Read policy briefs \u2192<\/a>\n\n<div class=\"wp-block-query home-publication-query is-layout-flow wp-block-query-is-layout-flow\">\n<div class=\"wp-block-query-no-results\">\n\n<p class=\"home-publication-empty wp-block-paragraph\">Publications will appear here as they are released.<\/p>\n\n<\/div>\n<\/div>\n\n<\/article>\n\n<\/div>\n\n<\/div>\n\n<\/section>\n\n<section class=\"research-section container\" id=\"research\" aria-labelledby=\"research-title\">\n      <div class=\"section-heading\"><div><p class=\"eyebrow\">01 \/ Research agenda<\/p><h2 id=\"research-title\">A closer look at AI.<\/h2><\/div><p>Understanding what systems do, how they are used, and where oversight falls short.<\/p><\/div>\n      <div class=\"research-grid\">\n        <article class=\"research-item\">\n          <figure class=\"research-figure\"><div id=\"coverage-chart\" class=\"chart\"><\/div><div class=\"chart-legend\"><span><i><\/i>Contextual monitoring<\/span><span><i class=\"single\"><\/i>Single monitor<\/span><\/div><figcaption class=\"figure-caption\"><span>Monitoring as tasks grow<\/span><span>Illustrative data<\/span><\/figcaption><\/figure>\n          <p class=\"eyebrow article-kicker\">01 \/ AI behavior &amp; oversight<\/p>\n          <h3>Beyond the benchmark.<\/h3>\n          <p class=\"article-summary\">What happens when an AI system leaves a controlled test and takes on a longer, messier task? We study the behavior that evaluations can miss.<\/p>\n          <details><summary>Explore this research direction<span aria-hidden=\"true\">+<\/span><\/summary><div class=\"detail-content\"><p>Questions in this research agenda:<\/p><ul><li>Which behaviors change as tasks become longer and more open-ended?<\/li><li>What can monitoring reveal\u2014and what does it miss?<\/li><li>How can evaluations better reflect real conditions?<\/li><\/ul><\/div><\/details>\n        <\/article>\n        <article class=\"research-item\">\n          <figure class=\"research-figure\"><div id=\"evidence-chart\" class=\"chart\"><\/div><figcaption class=\"figure-caption\"><span>Actions, infrastructure, artifacts<\/span><span>Conceptual map<\/span><\/figcaption><\/figure>\n          <p class=\"eyebrow article-kicker\">02 \/ AI misuse &amp; investigations<\/p>\n          <h3>Follow the evidence.<\/h3>\n          <p class=\"article-summary\">How are AI systems being used in the wild? We connect observable actions, infrastructure, and artifacts to investigate misuse and emerging risks.<\/p>\n          <details><summary>Explore this research direction<span aria-hidden=\"true\">+<\/span><\/summary><div class=\"detail-content\"><p>Questions in this research agenda:<\/p><ul><li>Where does AI meaningfully change harmful activity?<\/li><li>What evidence connects a system to an observed action?<\/li><li>Which signals justify closer investigation?<\/li><\/ul><\/div><\/details>\n        <\/article>\n      <\/div>\n    <\/section>\n    <section class=\"approach-section\" id=\"approach\" aria-labelledby=\"approach-title\">\n      <div class=\"container\">\n        <div class=\"approach-heading\"><div><p class=\"eyebrow\">02 \/ Our approach<\/p><h2 id=\"approach-title\">Start with the record.<\/h2><\/div><p>A signal is a starting point. Understanding comes from reconstructing what happened, testing explanations, and making the limits visible.<\/p><\/div>\n        <div class=\"evidence-explorer\">\n          <div class=\"step-buttons\" role=\"group\" aria-label=\"Explore our investigation process\">\n            <button type=\"button\" data-step=\"0\" aria-pressed=\"true\"><span>01<\/span>Observe<\/button>\n            <button type=\"button\" data-step=\"1\" aria-pressed=\"false\"><span>02<\/span>Connect<\/button>\n            <button type=\"button\" data-step=\"2\" aria-pressed=\"false\"><span>03<\/span>Assess<\/button>\n          <\/div>\n          <div class=\"explorer-body\">\n            <figure class=\"trace-figure\"><div id=\"trace-chart\" class=\"trace-chart\"><\/div><figcaption class=\"figure-caption\"><span id=\"trace-caption\">Execution trace \/ Observable actions<\/span><span>Illustrative example<\/span><\/figcaption><\/figure>\n            <div class=\"step-copy\" aria-live=\"polite\" aria-atomic=\"true\"><p class=\"eyebrow\" id=\"step-label\">01 \/ Observe<\/p><h3 id=\"step-title\">Reconstruct<br>what happened.<\/h3><p id=\"step-description\">Begin with a record of actions: the sequence, the tools used, and the artifacts left behind. Preserve the context that makes each observation meaningful.<\/p><p class=\"step-question\" id=\"step-question\">What do we actually know?<\/p><\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/section>\n    <section class=\"about-section container\" id=\"about\" aria-labelledby=\"about-title\">\n      <div class=\"about-heading\"><p class=\"eyebrow\">03 \/ Why Noetic<\/p><h2 id=\"about-title\">AI is changing.<br>Understanding<br>has to keep up.<\/h2><\/div>\n      <div class=\"about-copy\"><p class=\"serif-intro\">Noetic Research brings an investigative lens to AI safety.<\/p><p>As AI systems become more capable and more widely used, their behavior becomes harder to understand from a benchmark alone. The important questions extend beyond what a model can do to what it actually does\u2014and in whose hands.<\/p><p>Our focus is the evidence between those questions: observable behavior, patterns of use, and the limits of oversight. We aim to turn that evidence into research that is useful to the people building, studying, and governing AI.<\/p><a class=\"text-link\" href=\"#research\">Explore our research agenda<\/a><\/div>\n    <\/section>\n    <section class=\"principles container\" aria-labelledby=\"principles-title\">\n      <div class=\"principles-heading\"><p class=\"eyebrow\">How we work<\/p><h2 id=\"principles-title\">Research others can examine.<\/h2><\/div>\n      <div class=\"principles-grid\"><article><span class=\"principle-number\">01<\/span><h3>Behavior before inference.<\/h3><p>Distinguish what a system did from what we think it intended. Treat attribution and explanations as claims to test.<\/p><\/article><article><span class=\"principle-number\">02<\/span><h3>Make the reasoning visible.<\/h3><p>Show the path from observations to conclusions, with methods and context that let others evaluate the work.<\/p><\/article><article><span class=\"principle-number\">03<\/span><h3>Keep uncertainty explicit.<\/h3><p>Say what the evidence supports, what it leaves open, and what would change our assessment.<\/p><\/article><\/div>\n    <\/section>\n    <section class=\"closing-note\"><div class=\"container\"><p class=\"eyebrow\">Noetic Research<\/p><p>A clearer view of AI.<br><em>Grounded in evidence.<\/em><\/p><a class=\"primary-link\" href=\"#research\">Explore the research agenda<\/a><\/div><\/section>\n  \n\n<\/main>\n\n\n  <footer class=\"site-footer container\"><a class=\"wordmark\" href=\"\/\">Noetic <span>Research<\/span><i aria-hidden=\"true\">\/<\/i><\/a><p>Independent inquiry. Public understanding.<\/p><nav aria-label=\"Footer navigation\"><a href=\"\/?page_id=11\">Technical Research<\/a><a href=\"\/?page_id=12\">Policy Briefs<\/a><a href=\"\/#approach\">Our approach<\/a><a href=\"\/#about\">About us<\/a><\/nav><div class=\"footer-bottom\"><span>\u00a9 2026 Noetic Research<\/span><span>Understanding begins with evidence.<\/span><\/div><\/footer>\n\n\n\n<script>(() => {\n\"use strict\";\nconst NS='http:\/\/www.w3.org\/2000\/svg';\nfunction node(name,attrs={},content){const n=document.createElementNS(NS,name);for(const[k,v]of Object.entries(attrs))n.setAttribute(k,v);if(content!==undefined)n.textContent=content;return n;}\nfunction segment(svg,a,b,color='var(--line)',width=1,extra={}){svg.append(node('line',{x1:a[0],y1:a[1],x2:b[0],y2:b[1],stroke:color,'stroke-width':width,...extra}));}\nfunction label(svg,x,y,value,anchor='start',extra={}){svg.append(node('text',{x,y,'text-anchor':anchor,fill:'var(--muted)','font-family':'IBM Plex Mono, monospace','font-size':12,...extra},value));}\nfunction stage(id,title){const host=document.getElementById(id),w=host.clientWidth,h=host.clientHeight;if(w<20)return null;host.replaceChildren();const svg=node('svg',{viewBox:`0 0 ${w} ${h}`,role:'img','aria-label':title});svg.append(node('title',{},title));host.append(svg);return{svg,w,h};}\nfunction coverage(){const s=stage('coverage-chart','Illustrative monitoring coverage: contextual monitoring retains more observed actions than a single monitor as tasks grow. 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