{
  "schemaVersion": "1.0",
  "lastReviewed": "2026-10-22",
  "scope": "Public metadata only; not a full text search index",
  "verificationLegend": {
    "public-page": "Public page contents observed",
    "public-listing": "Public research listing observed; full text not indexed",
    "public-search-result": "Public search record observed; full page fetch unavailable",
    "linked-from-public-atlas": "Linked by a fetched public source, target not separately audited",
    "listed-on-medium-author-page": "Article title and direct href observed in author listing, article body not retrieved",
    "url-supplied-or-site-linked-not-fetched": "User-supplied or public-site-linked URL; target content not independently fetched"
  },
  "items": [
    {
      "id": "main-online",
      "title": "Enter the Universe",
      "kind": "gateway",
      "platform": "sahiltayal.online",
      "url": "https://sahiltayal.online/",
      "topics": [
        "creativity",
        "life",
        "technology"
      ],
      "description": "Living atlas linking thirty topic-specific pages and experiments.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "reading-room",
      "title": "The Reading Room",
      "kind": "archive",
      "platform": "essays.sahiltayal.online",
      "url": "https://essays.sahiltayal.online/",
      "topics": [
        "writing",
        "psychology",
        "culture"
      ],
      "description": "An index of writing and thematic reading paths.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "research-lab",
      "title": "Sahil Tayal Lab",
      "kind": "laboratory",
      "platform": "lab.sahiltayal.online",
      "url": "https://lab.sahiltayal.online/",
      "topics": [
        "research",
        "behaviour",
        "human capital"
      ],
      "description": "Research agenda, evidence ladder, field notes and interactive teaching exercises.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "iag",
      "title": "The Behaviour Observatory",
      "kind": "research",
      "platform": "behaviour.sahiltayal.online",
      "url": "https://behaviour.sahiltayal.online/",
      "topics": [
        "behaviour",
        "psychology",
        "research",
        "agency"
      ],
      "description": "Conceptual Identity–Action Gap framework with four working hypotheses; not empirically validated.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "reciprocity",
      "title": "The Reciprocity Lab",
      "kind": "laboratory",
      "platform": "relationships.sahiltayal.online",
      "url": "https://relationships.sahiltayal.online/",
      "topics": [
        "relationships",
        "psychology",
        "agency"
      ],
      "description": "A local reflection tool that separates observations, stories, alternatives and choices.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "story",
      "title": "Story: Still Becoming",
      "kind": "biography",
      "platform": "sahiltayal.online",
      "url": "https://sahiltayal.online/story",
      "topics": [
        "life",
        "creativity",
        "consciousness"
      ],
      "description": "A personal narrative connecting research, making, business and perfumery.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "bym",
      "title": "Bottle Your Mood",
      "kind": "craft",
      "platform": "sahiltayal.online",
      "url": "https://sahiltayal.online/bottleyourmood",
      "topics": [
        "perfumery",
        "creativity",
        "identity"
      ],
      "description": "Independent perfumery process that begins with a memory, feeling or mood.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "researchgate",
      "title": "The Big Five Factor Model and the Roles Played by Personality at the Workplace",
      "kind": "research",
      "platform": "ResearchGate",
      "url": "https://www.researchgate.net/publication/344014268_The_Big_Five_Factor_Model_and_the_Roles_played_by_Personality_at_the_workplace",
      "topics": [
        "psychology",
        "research",
        "human capital"
      ],
      "description": "Public ResearchGate listing dated September 2020; full text not indexed in this demo.",
      "verification": "public-listing",
      "date": "2020-09",
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "research-profile",
      "title": "ResearchGate profile",
      "kind": "profile",
      "platform": "ResearchGate",
      "url": "https://www.researchgate.net/profile/Sahil-Tayal",
      "topics": [
        "research",
        "psychology"
      ],
      "description": "Public profile: one listed publication and a public question about empathy.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "linkedin",
      "title": "LinkedIn · Sahil Tayal",
      "kind": "profile",
      "platform": "LinkedIn",
      "url": "https://www.linkedin.com/in/sahiltayal/",
      "topics": [
        "human capital",
        "technology",
        "writing"
      ],
      "description": "Professional writing and organisational behaviour reflections. Individual posts not fully ingested.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "aboutme",
      "title": "About.me profile",
      "kind": "profile",
      "platform": "about.me",
      "url": "https://about.me/sahiltayal",
      "topics": [
        "research",
        "human capital",
        "life"
      ],
      "description": "Professional biography identifying research interests, education and retail context.",
      "verification": "public-search-result",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "medium",
      "title": "Medium · Sahil Tayal",
      "kind": "archive",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/",
      "topics": [
        "writing",
        "psychology",
        "technology"
      ],
      "description": "Public author page with recent listed essays.",
      "verification": "public-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "education",
      "title": "Education, Reimagined",
      "kind": "education",
      "platform": "education.sahiltayal.online",
      "url": "https://education.sahiltayal.online/",
      "topics": [
        "education",
        "human capital",
        "agency"
      ],
      "description": "Questions about what learning could become.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "work",
      "title": "Human Work",
      "kind": "essay-world",
      "platform": "work.sahiltayal.online",
      "url": "https://work.sahiltayal.online/",
      "topics": [
        "human capital",
        "work",
        "agency"
      ],
      "description": "Organisations and work worth doing.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "humancapital",
      "title": "Human Capital",
      "kind": "essay-world",
      "platform": "humancapital.sahiltayal.online",
      "url": "https://humancapital.sahiltayal.online/",
      "topics": [
        "human capital",
        "education",
        "work"
      ],
      "description": "Human development beyond narrow economic measures.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "consciousness",
      "title": "Consciousness",
      "kind": "essay-world",
      "platform": "consciousness.sahiltayal.online",
      "url": "https://consciousness.sahiltayal.online/",
      "topics": [
        "consciousness",
        "philosophy",
        "psychology"
      ],
      "description": "Reflections on awareness and experience.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "agency",
      "title": "Agency",
      "kind": "essay-world",
      "platform": "agency.sahiltayal.online",
      "url": "https://agency.sahiltayal.online/",
      "topics": [
        "agency",
        "psychology",
        "life"
      ],
      "description": "Responsibility, choice and the limits of control.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "matrix",
      "title": "The Matrix",
      "kind": "cultural-essay",
      "platform": "matrix.sahiltayal.online",
      "url": "https://matrix.sahiltayal.online/",
      "topics": [
        "philosophy",
        "technology",
        "culture"
      ],
      "description": "A cultural lens for how humans experience systems.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "truman",
      "title": "The Truman Show",
      "kind": "cultural-essay",
      "platform": "truman.sahiltayal.online",
      "url": "https://truman.sahiltayal.online/",
      "topics": [
        "philosophy",
        "culture",
        "agency"
      ],
      "description": "Stories, freedom and the assumptions of an interpreted world.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "resilience",
      "title": "Resilience",
      "kind": "essay-world",
      "platform": "resilience.sahiltayal.online",
      "url": "https://resilience.sahiltayal.online/",
      "topics": [
        "life",
        "psychology",
        "agency"
      ],
      "description": "Progress without compulsory heroic narratives.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "meaning",
      "title": "Meaning",
      "kind": "essay-world",
      "platform": "meaning.sahiltayal.online",
      "url": "https://meaning.sahiltayal.online/",
      "topics": [
        "life",
        "philosophy",
        "consciousness"
      ],
      "description": "Ordinary contentment and deliberate living.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "kirana",
      "title": "Kirana",
      "kind": "field-note",
      "platform": "kirana.sahiltayal.online",
      "url": "https://kirana.sahiltayal.online/",
      "topics": [
        "work",
        "behaviour",
        "human capital"
      ],
      "description": "Family retail as lived experience and a context for questions.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "perfume",
      "title": "Perfume",
      "kind": "craft",
      "platform": "perfume.sahiltayal.online",
      "url": "https://perfume.sahiltayal.online/",
      "topics": [
        "perfumery",
        "creativity",
        "identity"
      ],
      "description": "Fragrance experiments and expressive making.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "learning",
      "title": "Learning",
      "kind": "essay-world",
      "platform": "learning.sahiltayal.online",
      "url": "https://learning.sahiltayal.online/",
      "topics": [
        "education",
        "agency",
        "human capital"
      ],
      "description": "Curiosity, practice and learning.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "ai",
      "title": "AI",
      "kind": "essay-world",
      "platform": "ai.sahiltayal.online",
      "url": "https://ai.sahiltayal.online/",
      "topics": [
        "technology",
        "philosophy",
        "creativity"
      ],
      "description": "Thinking alongside machines, with discernment.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "monkey",
      "title": "Monkey",
      "kind": "play",
      "platform": "monkey.sahiltayal.online",
      "url": "https://monkey.sahiltayal.online/",
      "topics": [
        "culture",
        "play",
        "creativity"
      ],
      "description": "The playful side of interdisciplinary curiosity.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "phoenix",
      "title": "The Phoenix",
      "kind": "biography",
      "platform": "phoenix.sahiltayal.online",
      "url": "https://phoenix.sahiltayal.online/",
      "topics": [
        "life",
        "identity",
        "agency"
      ],
      "description": "An ongoing personal narrative, referenced by the public atlas.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "process",
      "title": "Process",
      "kind": "essay-world",
      "platform": "process.sahiltayal.online",
      "url": "https://process.sahiltayal.online/",
      "topics": [
        "creativity",
        "technology",
        "agency"
      ],
      "description": "How ideas become projects and get revised.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "bias",
      "title": "Bias",
      "kind": "essay-world",
      "platform": "bias.sahiltayal.online",
      "url": "https://bias.sahiltayal.online/",
      "topics": [
        "psychology",
        "behaviour",
        "research"
      ],
      "description": "Concepts for thinking more carefully.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "eminem",
      "title": "Eminem",
      "kind": "culture",
      "platform": "eminem.sahiltayal.online",
      "url": "https://eminem.sahiltayal.online/",
      "topics": [
        "culture",
        "music",
        "identity"
      ],
      "description": "Music and critical appreciation of art.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "shutup",
      "title": "Shut Up Sahil",
      "kind": "play",
      "platform": "shutupsahil.lol",
      "url": "https://shutupsahil.lol/",
      "topics": [
        "play",
        "culture",
        "creativity"
      ],
      "description": "Self-aware humour and digressions.",
      "verification": "linked-from-public-atlas",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-skills",
      "title": "Stop Asking Which Skills Will Matter in 2036. You’re Asking the Wrong Question",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/stop-asking-which-skills-will-matter-in-2036-youre-asking-the-wrong-question-b9517d4681d1",
      "topics": [
        "technology",
        "education",
        "human capital"
      ],
      "description": "On intelligence, expertise and educational priorities.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-thinking",
      "title": "If AI Can Do My Thinking, Who Am I?",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/if-ai-can-do-my-thinking-who-am-i-797d836dea40",
      "topics": [
        "technology",
        "consciousness",
        "identity",
        "creativity"
      ],
      "description": "On automation and the question of who remains the observer.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-normal",
      "title": "Who Decides What Is Normal?",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/who-decides-what-is-normal-92fb70ab0fa0",
      "topics": [
        "culture",
        "psychology",
        "philosophy"
      ],
      "description": "On social consensus, norms and uncertainty.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-taboo",
      "title": "What Is Taboo? And Why Do Humans Keep Inventing Things We Aren’t Supposed to Talk About?",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/what-is-taboo-and-why-do-humans-keep-inventing-things-we-arent-supposed-to-talk-about-98eba977729d",
      "topics": [
        "culture",
        "psychology",
        "philosophy"
      ],
      "description": "On the social construction of forbidden subjects.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-success",
      "title": "Am I Successful? Who Taught Me What Success Means?",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/am-i-successful-who-taught-me-what-success-means-1c409d0ac82a",
      "topics": [
        "life",
        "culture",
        "identity"
      ],
      "description": "On learned benchmarks and evaluating life.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-rank",
      "title": "The School Has a Ranking. Life Doesn’t Come With One.",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/the-school-has-a-ranking-life-doesnt-come-with-one-e5f6cd88bb36",
      "topics": [
        "education",
        "life",
        "identity"
      ],
      "description": "On student ranking and open-ended life.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-hiphop",
      "title": "Hip-Hop, the Psychology of Survival, and the Making of a Larger Self",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/hip-hop-the-psychology-of-survival-and-the-making-of-a-larger-self-1da54a4686f4",
      "topics": [
        "music",
        "culture",
        "psychology"
      ],
      "description": "On identity and cultural expression through music.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-change",
      "title": "But Sahil, Back Then You Said X. Now You’re Saying Y!",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/but-sahil-back-then-you-said-x-now-youre-saying-y-732725dd10c4",
      "topics": [
        "psychology",
        "work",
        "identity"
      ],
      "description": "On changing beliefs and intellectual humility.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-thanks",
      "title": "Thank You, Hip-Hop: On Growing Up With Rap, Finding My Voice, and Learning to Listen to Myself",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/thank-you-hip-hop-on-growing-up-with-rap-finding-my-voice-and-learning-to-listen-to-myself-fd8ec65455b7",
      "topics": [
        "music",
        "life",
        "identity"
      ],
      "description": "On learning and growing up with rap.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "m-main",
      "title": "You Are the Main Character. So Is Everyone Else.",
      "kind": "essay",
      "platform": "Medium",
      "url": "https://sahiltayal.medium.com/you-are-the-main-character-so-is-everyone-else-773b2a3e7425",
      "topics": [
        "relationships",
        "agency",
        "consciousness"
      ],
      "description": "On empathy, boundaries and the agency of other people.",
      "verification": "listed-on-medium-author-page",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "main-com",
      "title": "Canonical studio",
      "kind": "provisional",
      "platform": "sahiltayal.com",
      "url": "https://sahiltayal.com/",
      "topics": [
        "creativity",
        "technology",
        "writing"
      ],
      "description": "User identifies this as the main canonical homepage.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "worldengine",
      "title": "World Engine",
      "kind": "provisional",
      "platform": "worldengine.sahiltayal.com",
      "url": "https://worldengine.sahiltayal.com/",
      "topics": [
        "technology",
        "creativity",
        "play"
      ],
      "description": "User-provided experiment URL; contents not independently verified.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "synth",
      "title": "SYNAPSE",
      "kind": "provisional",
      "platform": "synth.sahiltayal.com",
      "url": "https://synth.sahiltayal.com/",
      "topics": [
        "technology",
        "creativity",
        "research"
      ],
      "description": "User-provided interactive ideas experiment; contents not independently verified.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "madness",
      "title": "Madness",
      "kind": "provisional",
      "platform": "madness.sahiltayal.com",
      "url": "https://madness.sahiltayal.com/",
      "topics": [
        "culture",
        "psychology",
        "philosophy"
      ],
      "description": "User-provided page; contents not independently verified.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "sahilverse",
      "title": "Sahilverse",
      "kind": "provisional",
      "platform": "sahilverse.sahiltayal.com",
      "url": "https://sahilverse.sahiltayal.com/",
      "topics": [
        "technology",
        "creativity",
        "consciousness"
      ],
      "description": "User-provided experiment URL; contents not independently verified.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "substack",
      "title": "The Art of Being Alive · Substack",
      "kind": "provisional",
      "platform": "sahiltayal.substack.com",
      "url": "https://sahiltayal.substack.com/",
      "topics": [
        "writing",
        "philosophy",
        "life"
      ],
      "description": "URL linked from public .online site, but Substack content could not be fetched.",
      "verification": "url-supplied-or-site-linked-not-fetched",
      "date": null,
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "research-question",
      "title": "How can I measure natural in-born empathy in a person?",
      "kind": "research-question",
      "platform": "ResearchGate",
      "url": "https://www.researchgate.net/profile/post/How-can-I-measure-natural-in-born-empathy-in-a-person",
      "topics": [
        "psychology",
        "research",
        "human capital"
      ],
      "description": "A public ResearchGate question dated June 2020 about empathy and psychological measurement.",
      "verification": "public-listing",
      "date": "2020-06",
      "ownership": "public",
      "fullTextIndexed": false
    },
    {
      "id": "linkedin-changing",
      "title": "But Sahil, Back Then You Said X. Now You’re Saying Y!",
      "kind": "article-listing",
      "platform": "LinkedIn",
      "url": "https://www.linkedin.com/in/sahiltayal/",
      "topics": [
        "identity",
        "psychology",
        "work"
      ],
      "description": "Public LinkedIn profile lists this article as dated October 18, 2026. URL opens the profile, not the article.",
      "verification": "public-search-result",
      "date": "2026-10-18",
      "ownership": "public",
      "fullTextIndexed": false
    }
  ]
}