Simplify organization card

.gitattributes

@@ -33,5 +33,3 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-assets/*.jpg filter=lfs diff=lfs merge=lfs -text
-assets/*.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -9,1440 +9,19 @@ tags:
   - robotics
   - embodied-ai
   - physical-ai
-  - vision-language-action
-  - reinforcement-learning
 short_description: Foundation models for the physical world.
 ---
 
-<style>
-  .swl-card {
-    --swl-bg: #070a0f;
-    --swl-panel: #0e131b;
-    --swl-panel-2: #141b25;
-    --swl-line: rgba(255, 255, 255, 0.11);
-    --swl-muted: #9da8b8;
-    --swl-white: #f7f9fc;
-    --swl-red: #ff3b22;
-    --swl-orange: #ff7a1a;
-    --swl-cyan: #5ee7f2;
-    --swl-blue: #5d8cff;
-    max-width: 1180px;
-    margin: 0 auto;
-    color: var(--swl-white);
-    font-family: Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
-    line-height: 1.55;
-  }
+[![Simple World Lab — Foundation Models for the Physical World](assets/simple-world-lab-banner.svg)](https://cloud.simpleai.tech/simple_world_lab/)
 
-  .swl-card,
-  .swl-card * {
-    box-sizing: border-box;
-  }
+Simple World Lab is the foundation model research team at **SimpleAI**. We build intelligent systems that learn from and act in the physical world, with a focus on robotic agents, embodied pre-training, and real-robot learning.
 
-  .swl-card a {
-    color: inherit;
-    text-decoration: none;
-  }
+> **Our vision:** Make the World Simple — Build the Foundation Model for the Physical World.
 
-  .swl-card h1,
-  .swl-card h2,
-  .swl-card h3,
-  .swl-card p {
-    margin-top: 0;
-    color: inherit;
-  }
+### Research
 
-  .swl-card img {
-    max-width: 100%;
-    margin: 0;
-  }
+- **Robotic Agents** — reliable, long-horizon execution in real environments.
+- **Embodied Pre-training** — scalable learning from diverse interaction data.
+- **Real-Robot Learning** — continuous improvement through physical deployment.
 
-  .swl-hero {
-    position: relative;
-    isolation: isolate;
-    min-height: 580px;
-    overflow: hidden;
-    border: 1px solid var(--swl-line);
-    border-radius: 28px;
-    background:
-      radial-gradient(circle at 83% 16%, rgba(93, 140, 255, 0.22), transparent 27%),
-      radial-gradient(circle at 70% 85%, rgba(255, 59, 34, 0.16), transparent 28%),
-      linear-gradient(145deg, #090d14 0%, #0b1119 56%, #080a0e 100%);
-    box-shadow: 0 28px 80px rgba(4, 7, 12, 0.28);
-  }
-
-  .swl-hero::before {
-    position: absolute;
-    z-index: -1;
-    inset: 0;
-    content: "";
-    opacity: 0.34;
-    background-image:
-      linear-gradient(rgba(255, 255, 255, 0.055) 1px, transparent 1px),
-      linear-gradient(90deg, rgba(255, 255, 255, 0.055) 1px, transparent 1px);
-    background-size: 52px 52px;
-    mask-image: linear-gradient(90deg, transparent 0%, #000 42%, #000 100%);
-  }
-
-  .swl-hero::after {
-    position: absolute;
-    z-index: -1;
-    top: -150px;
-    right: -120px;
-    width: 440px;
-    height: 440px;
-    content: "";
-    border-radius: 50%;
-    background: radial-gradient(circle, rgba(94, 231, 242, 0.12), transparent 67%);
-    filter: blur(8px);
-  }
-
-  .swl-hero-grid {
-    display: grid;
-    min-height: 580px;
-    grid-template-columns: minmax(0, 1.1fr) minmax(340px, 0.9fr);
-    gap: 48px;
-    align-items: center;
-    padding: 54px;
-  }
-
-  .swl-brand {
-    display: flex;
-    align-items: center;
-    gap: 12px;
-    margin-bottom: 68px;
-    color: #d7dee8;
-    font-size: 13px;
-    font-weight: 700;
-    letter-spacing: 0.12em;
-    text-transform: uppercase;
-  }
-
-  .swl-brand img {
-    width: 34px;
-    height: 34px;
-    border: 1px solid rgba(255, 255, 255, 0.18);
-    border-radius: 10px;
-  }
-
-  .swl-brand-rule {
-    width: 1px;
-    height: 18px;
-    background: var(--swl-line);
-  }
-
-  .swl-live {
-    display: inline-flex;
-    align-items: center;
-    gap: 9px;
-    margin-bottom: 18px;
-    color: #c7d0dd;
-    font-size: 11px;
-    font-weight: 800;
-    letter-spacing: 0.16em;
-    text-transform: uppercase;
-  }
-
-  .swl-live i {
-    width: 8px;
-    height: 8px;
-    border-radius: 50%;
-    background: var(--swl-cyan);
-    box-shadow: 0 0 0 5px rgba(94, 231, 242, 0.1), 0 0 22px rgba(94, 231, 242, 0.72);
-    animation: swl-pulse 2.2s ease-in-out infinite;
-  }
-
-  .swl-hero h1 {
-    max-width: 650px;
-    margin-bottom: 18px;
-    font-size: clamp(48px, 7vw, 82px);
-    font-weight: 780;
-    line-height: 0.96;
-    letter-spacing: -0.055em;
-  }
-
-  .swl-gradient-text {
-    color: transparent;
-    background: linear-gradient(92deg, #ffffff 2%, #b9c7dc 46%, #5ee7f2 100%);
-    background-clip: text;
-    -webkit-background-clip: text;
-  }
-
-  .swl-tagline {
-    max-width: 680px;
-    margin-bottom: 17px;
-    color: #ffffff;
-    font-size: clamp(20px, 2.5vw, 29px);
-    font-weight: 620;
-    line-height: 1.28;
-    letter-spacing: -0.022em;
-  }
-
-  .swl-lead {
-    max-width: 610px;
-    margin-bottom: 30px;
-    color: var(--swl-muted);
-    font-size: 16px;
-  }
-
-  .swl-actions {
-    display: flex;
-    flex-wrap: wrap;
-    gap: 10px;
-  }
-
-  .swl-button {
-    display: inline-flex;
-    min-height: 44px;
-    align-items: center;
-    justify-content: center;
-    gap: 10px;
-    padding: 11px 17px;
-    border: 1px solid var(--swl-line);
-    border-radius: 999px;
-    color: #edf2f8;
-    background: rgba(255, 255, 255, 0.055);
-    font-size: 13px;
-    font-weight: 750;
-    transition: transform 160ms ease, border-color 160ms ease, background 160ms ease;
-  }
-
-  .swl-button:hover {
-    transform: translateY(-2px);
-    border-color: rgba(255, 255, 255, 0.28);
-    background: rgba(255, 255, 255, 0.095);
-  }
-
-  .swl-button-primary {
-    border-color: transparent;
-    color: #fff;
-    background: linear-gradient(100deg, var(--swl-red), var(--swl-orange));
-    box-shadow: 0 9px 30px rgba(255, 68, 34, 0.26);
-  }
-
-  .swl-button-primary:hover {
-    border-color: transparent;
-    background: linear-gradient(100deg, #ff4c31, #ff8b2e);
-  }
-
-  .swl-system {
-    position: relative;
-    overflow: hidden;
-    padding: 18px;
-    border: 1px solid rgba(255, 255, 255, 0.14);
-    border-radius: 22px;
-    background: rgba(5, 9, 15, 0.72);
-    box-shadow: 0 24px 70px rgba(0, 0, 0, 0.35);
-    backdrop-filter: blur(14px);
-  }
-
-  .swl-system::after {
-    position: absolute;
-    top: 0;
-    left: -30%;
-    width: 30%;
-    height: 2px;
-    content: "";
-    background: linear-gradient(90deg, transparent, var(--swl-cyan), transparent);
-    animation: swl-scan 4.6s linear infinite;
-  }
-
-  .swl-system-top {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-    margin-bottom: 12px;
-    color: #8d9bae;
-    font-size: 9px;
-    font-weight: 800;
-    letter-spacing: 0.16em;
-    text-transform: uppercase;
-  }
-
-  .swl-system-top span:last-child {
-    color: var(--swl-cyan);
-  }
-
-  .swl-core {
-    position: relative;
-    display: flex;
-    min-height: 155px;
-    flex-direction: column;
-    align-items: center;
-    justify-content: center;
-    overflow: hidden;
-    margin-bottom: 10px;
-    border: 1px solid rgba(94, 231, 242, 0.22);
-    border-radius: 17px;
-    text-align: center;
-    background:
-      radial-gradient(circle at center, rgba(93, 140, 255, 0.22), transparent 58%),
-      linear-gradient(140deg, rgba(94, 231, 242, 0.06), rgba(255, 59, 34, 0.04));
-  }
-
-  .swl-core::before,
-  .swl-core::after {
-    position: absolute;
-    width: 250px;
-    height: 250px;
-    content: "";
-    border: 1px solid rgba(94, 231, 242, 0.12);
-    border-radius: 50%;
-  }
-
-  .swl-core::after {
-    width: 170px;
-    height: 170px;
-    border-color: rgba(255, 122, 26, 0.13);
-  }
-
-  .swl-core span,
-  .swl-core strong,
-  .swl-core small {
-    position: relative;
-    z-index: 1;
-  }
-
-  .swl-core span {
-    color: var(--swl-cyan);
-    font-size: 9px;
-    font-weight: 850;
-    letter-spacing: 0.24em;
-  }
-
-  .swl-core strong {
-    margin: 5px 0 2px;
-    font-size: clamp(21px, 2.4vw, 31px);
-    letter-spacing: -0.035em;
-  }
-
-  .swl-core small {
-    color: #8e9aad;
-    font-size: 10px;
-    letter-spacing: 0.08em;
-  }
-
-  .swl-lanes {
-    display: grid;
-    gap: 8px;
-  }
-
-  .swl-lane {
-    display: grid;
-    grid-template-columns: 90px 1fr;
-    gap: 10px;
-    align-items: center;
-    padding: 10px 11px;
-    border: 1px solid rgba(255, 255, 255, 0.08);
-    border-radius: 12px;
-    background: rgba(255, 255, 255, 0.035);
-  }
-
-  .swl-lane b {
-    color: #e9eef5;
-    font-size: 10px;
-    letter-spacing: 0.02em;
-  }
-
-  .swl-lane span {
-    color: #7f8c9e;
-    font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
-    font-size: 9px;
-    line-height: 1.4;
-  }
-
-  .swl-feedback {
-    margin: 11px 3px 0;
-    color: #9ba8ba;
-    font-size: 9px;
-    letter-spacing: 0.035em;
-  }
-
-  .swl-quicklinks {
-    display: grid;
-    margin: 16px 0 0;
-    grid-template-columns: repeat(4, 1fr);
-    gap: 10px;
-  }
-
-  .swl-quicklinks a {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-    padding: 14px 16px;
-    border: 1px solid #dfe4eb;
-    border-radius: 14px;
-    color: #252c36;
-    background: #ffffff;
-    font-size: 12px;
-    font-weight: 760;
-    transition: border-color 160ms ease, transform 160ms ease;
-  }
-
-  .swl-quicklinks a:hover {
-    transform: translateY(-2px);
-    border-color: #ff715c;
-  }
-
-  .swl-quicklinks span {
-    color: #ff4a30;
-  }
-
-  .swl-section {
-    margin-top: 18px;
-    padding: 52px;
-    border: 1px solid var(--swl-line);
-    border-radius: 26px;
-    background: var(--swl-bg);
-  }
-
-  .swl-section-intro {
-    display: grid;
-    grid-template-columns: minmax(0, 1.05fr) minmax(300px, 0.75fr);
-    gap: 60px;
-    align-items: end;
-    margin-bottom: 35px;
-  }
-
-  .swl-overline {
-    margin-bottom: 12px;
-    color: var(--swl-orange);
-    font-size: 10px;
-    font-weight: 850;
-    letter-spacing: 0.19em;
-    text-transform: uppercase;
-  }
-
-  .swl-section h2 {
-    max-width: 760px;
-    margin-bottom: 0;
-    font-size: clamp(32px, 4.6vw, 54px);
-    line-height: 1.05;
-    letter-spacing: -0.045em;
-  }
-
-  .swl-section-intro > p {
-    margin-bottom: 0;
-    color: var(--swl-muted);
-    font-size: 15px;
-  }
-
-  .swl-loop {
-    display: grid;
-    grid-template-columns: repeat(5, 1fr);
-    gap: 7px;
-  }
-
-  .swl-loop article {
-    position: relative;
-    min-height: 118px;
-    padding: 17px;
-    overflow: hidden;
-    border: 1px solid var(--swl-line);
-    border-radius: 15px;
-    background: linear-gradient(145deg, #111720, #0c1118);
-  }
-
-  .swl-loop article:not(:last-child)::after {
-    position: absolute;
-    top: 17px;
-    right: 13px;
-    content: "→";
-    color: #516075;
-    font-size: 13px;
-  }
-
-  .swl-loop article:last-child {
-    border-color: rgba(94, 231, 242, 0.28);
-    background: linear-gradient(145deg, rgba(94, 231, 242, 0.12), rgba(93, 140, 255, 0.07));
-  }
-
-  .swl-loop span {
-    color: #627187;
-    font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
-    font-size: 9px;
-  }
-
-  .swl-loop strong {
-    display: block;
-    margin: 20px 0 4px;
-    font-size: 13px;
-  }
-
-  .swl-loop small {
-    display: block;
-    color: #8491a3;
-    font-size: 10px;
-    line-height: 1.45;
-  }
-
-  .swl-pillars {
-    display: grid;
-    margin-top: 18px;
-    grid-template-columns: repeat(3, 1fr);
-    gap: 12px;
-  }
-
-  .swl-pillar {
-    position: relative;
-    min-height: 420px;
-    padding: 25px;
-    overflow: hidden;
-    border: 1px solid var(--swl-line);
-    border-radius: 20px;
-    background:
-      linear-gradient(160deg, rgba(255, 255, 255, 0.055), rgba(255, 255, 255, 0.018)),
-      #0b1017;
-  }
-
-  .swl-pillar::before {
-    position: absolute;
-    top: 0;
-    left: 0;
-    width: 100%;
-    height: 3px;
-    content: "";
-    background: linear-gradient(90deg, var(--swl-red), var(--swl-orange), transparent 75%);
-  }
-
-  .swl-pillar:nth-child(2)::before {
-    background: linear-gradient(90deg, var(--swl-cyan), var(--swl-blue), transparent 75%);
-  }
-
-  .swl-pillar:nth-child(3)::before {
-    background: linear-gradient(90deg, #ae7dff, #5d8cff, transparent 75%);
-  }
-
-  .swl-pillar-number {
-    display: flex;
-    width: 38px;
-    height: 38px;
-    align-items: center;
-    justify-content: center;
-    margin-bottom: 54px;
-    border: 1px solid var(--swl-line);
-    border-radius: 50%;
-    color: #8c98a8;
-    font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
-    font-size: 10px;
-  }
-
-  .swl-pillar h3 {
-    margin-bottom: 11px;
-    font-size: 21px;
-    line-height: 1.16;
-    letter-spacing: -0.025em;
-  }
-
-  .swl-pillar > p {
-    min-height: 86px;
-    margin-bottom: 20px;
-    color: var(--swl-muted);
-    font-size: 12px;
-  }
-
-  .swl-pillar ul {
-    margin: 0 0 20px;
-    padding: 0;
-    list-style: none;
-  }
-
-  .swl-pillar li {
-    position: relative;
-    margin: 8px 0;
-    padding-left: 15px;
-    color: #c5cdd8;
-    font-size: 11px;
-  }
-
-  .swl-pillar li::before {
-    position: absolute;
-    top: 0.7em;
-    left: 0;
-    width: 5px;
-    height: 1px;
-    content: "";
-    background: var(--swl-orange);
-  }
-
-  .swl-pillar:nth-child(2) li::before {
-    background: var(--swl-cyan);
-  }
-
-  .swl-pillar:nth-child(3) li::before {
-    background: #ae7dff;
-  }
-
-  .swl-tags {
-    display: flex;
-    flex-wrap: wrap;
-    gap: 6px;
-  }
-
-  .swl-tags span {
-    padding: 5px 8px;
-    border: 1px solid rgba(255, 255, 255, 0.09);
-    border-radius: 999px;
-    color: #8996a8;
-    background: rgba(255, 255, 255, 0.025);
-    font-size: 8px;
-    font-weight: 750;
-    letter-spacing: 0.04em;
-    text-transform: uppercase;
-  }
-
-  .swl-release {
-    overflow: hidden;
-    margin-top: 18px;
-    border: 1px solid var(--swl-line);
-    border-radius: 26px;
-    color: var(--swl-white);
-    background: #090d13;
-  }
-
-  .swl-release-media {
-    position: relative;
-    min-height: 325px;
-    overflow: hidden;
-    background: #0b0f15;
-  }
-
-  .swl-release-media img {
-    display: block;
-    width: 100%;
-    height: 360px;
-    object-fit: cover;
-    opacity: 0.78;
-    filter: saturate(0.88) contrast(1.08);
-    transition: transform 700ms ease, opacity 300ms ease;
-  }
-
-  .swl-release:hover .swl-release-media img {
-    transform: scale(1.018);
-    opacity: 0.9;
-  }
-
-  .swl-release-media::after {
-    position: absolute;
-    inset: 0;
-    content: "";
-    background:
-      linear-gradient(180deg, rgba(4, 7, 11, 0.12), rgba(4, 7, 11, 0.78)),
-      linear-gradient(90deg, rgba(4, 7, 11, 0.68), transparent 62%);
-  }
-
-  .swl-release-label {
-    position: absolute;
-    z-index: 1;
-    top: 24px;
-    left: 26px;
-    display: inline-flex;
-    align-items: center;
-    gap: 9px;
-    padding: 8px 11px;
-    border: 1px solid rgba(255, 255, 255, 0.2);
-    border-radius: 999px;
-    color: #f0f4fa;
-    background: rgba(6, 9, 14, 0.65);
-    backdrop-filter: blur(12px);
-    font-size: 9px;
-    font-weight: 800;
-    letter-spacing: 0.12em;
-    text-transform: uppercase;
-  }
-
-  .swl-release-label i {
-    width: 7px;
-    height: 7px;
-    border-radius: 50%;
-    background: var(--swl-red);
-    box-shadow: 0 0 15px rgba(255, 59, 34, 0.9);
-  }
-
-  .swl-release-title {
-    position: absolute;
-    z-index: 1;
-    right: 28px;
-    bottom: 24px;
-    left: 28px;
-  }
-
-  .swl-release-title p {
-    margin-bottom: 7px;
-    color: #c3ccd8;
-    font-size: 11px;
-    font-weight: 700;
-    letter-spacing: 0.09em;
-    text-transform: uppercase;
-  }
-
-  .swl-release-title h2 {
-    margin-bottom: 0;
-    font-size: clamp(42px, 7vw, 75px);
-    line-height: 0.95;
-    letter-spacing: -0.055em;
-  }
-
-  .swl-release-body {
-    display: grid;
-    grid-template-columns: minmax(0, 1fr) minmax(330px, 0.8fr);
-    gap: 50px;
-    padding: 40px 44px 44px;
-  }
-
-  .swl-release-copy h3 {
-    max-width: 670px;
-    margin-bottom: 13px;
-    font-size: clamp(24px, 3.2vw, 36px);
-    line-height: 1.15;
-    letter-spacing: -0.035em;
-  }
-
-  .swl-release-copy > p {
-    max-width: 700px;
-    margin-bottom: 25px;
-    color: var(--swl-muted);
-    font-size: 14px;
-  }
-
-  .swl-metrics {
-    display: grid;
-    grid-template-columns: repeat(2, 1fr);
-    gap: 8px;
-  }
-
-  .swl-metric {
-    min-height: 97px;
-    padding: 14px;
-    border: 1px solid var(--swl-line);
-    border-radius: 14px;
-    background: rgba(255, 255, 255, 0.028);
-  }
-
-  .swl-metric strong {
-    display: block;
-    margin-bottom: 3px;
-    color: #fff;
-    font-size: 22px;
-    letter-spacing: -0.035em;
-  }
-
-  .swl-metric span {
-    display: block;
-    color: #808da0;
-    font-size: 9px;
-    line-height: 1.35;
-    text-transform: uppercase;
-    letter-spacing: 0.07em;
-  }
-
-  .swl-data {
-    display: grid;
-    margin-top: 18px;
-    overflow: hidden;
-    grid-template-columns: minmax(260px, 0.68fr) minmax(0, 1.32fr);
-    border: 1px solid var(--swl-line);
-    border-radius: 26px;
-    color: var(--swl-white);
-    background:
-      radial-gradient(circle at 90% 10%, rgba(94, 231, 242, 0.1), transparent 32%),
-      #090d13;
-  }
-
-  .swl-data-media {
-    position: relative;
-    min-height: 430px;
-    overflow: hidden;
-  }
-
-  .swl-data-media img {
-    display: block;
-    width: 100%;
-    height: 100%;
-    min-height: 430px;
-    object-fit: cover;
-    object-position: center 34%;
-    filter: saturate(0.72) contrast(1.06);
-  }
-
-  .swl-data-media::after {
-    position: absolute;
-    inset: 0;
-    content: "";
-    background: linear-gradient(180deg, transparent 55%, rgba(7, 10, 15, 0.9));
-  }
-
-  .swl-data-media span {
-    position: absolute;
-    z-index: 1;
-    right: 20px;
-    bottom: 17px;
-    left: 20px;
-    color: #d9e0e9;
-    font-size: 9px;
-    font-weight: 750;
-    letter-spacing: 0.11em;
-    text-transform: uppercase;
-  }
-
-  .swl-data-copy {
-    display: flex;
-    flex-direction: column;
-    justify-content: center;
-    padding: 44px 48px;
-  }
-
-  .swl-data-copy h2 {
-    margin-bottom: 12px;
-    font-size: clamp(30px, 4.5vw, 49px);
-    line-height: 1.04;
-    letter-spacing: -0.045em;
-  }
-
-  .swl-data-copy > p:not(.swl-overline) {
-    max-width: 650px;
-    margin-bottom: 25px;
-    color: var(--swl-muted);
-    font-size: 14px;
-  }
-
-  .swl-pipeline {
-    display: grid;
-    margin-bottom: 27px;
-    grid-template-columns: repeat(5, 1fr);
-    gap: 5px;
-  }
-
-  .swl-pipeline div {
-    padding: 12px 8px;
-    border: 1px solid var(--swl-line);
-    border-radius: 11px;
-    background: rgba(255, 255, 255, 0.025);
-  }
-
-  .swl-pipeline b {
-    display: block;
-    margin-bottom: 4px;
-    color: #e8edf4;
-    font-size: 9px;
-  }
-
-  .swl-pipeline span {
-    color: #66758a;
-    font-size: 8px;
-  }
-
-  .swl-hub {
-    display: grid;
-    margin-top: 18px;
-    grid-template-columns: minmax(0, 0.8fr) minmax(0, 1.2fr);
-    gap: 32px;
-    padding: 42px;
-    border: 1px solid #dfe4eb;
-    border-radius: 26px;
-    color: #171d26;
-    background:
-      radial-gradient(circle at 12% 10%, rgba(255, 122, 26, 0.11), transparent 28%),
-      #ffffff;
-  }
-
-  .swl-hub h2 {
-    margin-bottom: 12px;
-    font-size: clamp(29px, 4vw, 45px);
-    line-height: 1.06;
-    letter-spacing: -0.045em;
-  }
-
-  .swl-hub-copy > p:not(.swl-overline) {
-    margin-bottom: 0;
-    color: #687383;
-    font-size: 13px;
-  }
-
-  .swl-hub-list {
-    display: grid;
-    gap: 9px;
-  }
-
-  .swl-hub-item {
-    display: grid;
-    grid-template-columns: 42px 1fr auto;
-    gap: 13px;
-    align-items: center;
-    padding: 16px;
-    border: 1px solid #e1e5ea;
-    border-radius: 15px;
-    background: #fafbfc;
-    transition: transform 160ms ease, border-color 160ms ease, background 160ms ease;
-  }
-
-  .swl-hub-item:hover {
-    transform: translateX(3px);
-    border-color: #ff9d8d;
-    background: #fff;
-  }
-
-  .swl-hub-icon {
-    display: flex;
-    width: 42px;
-    height: 42px;
-    align-items: center;
-    justify-content: center;
-    border-radius: 12px;
-    color: #fff;
-    background: linear-gradient(140deg, var(--swl-red), var(--swl-orange));
-    font-size: 18px;
-  }
-
-  .swl-hub-item b {
-    display: block;
-    margin-bottom: 2px;
-    color: #1f2630;
-    font-size: 12px;
-  }
-
-  .swl-hub-item small {
-    display: block;
-    color: #7a8594;
-    font-size: 9px;
-  }
-
-  .swl-hub-arrow {
-    color: #ff4a30;
-    font-size: 14px;
-  }
-
-  .swl-join {
-    position: relative;
-    overflow: hidden;
-    margin-top: 18px;
-    padding: 48px;
-    border: 1px solid rgba(255, 111, 73, 0.35);
-    border-radius: 26px;
-    color: #fff;
-    background:
-      radial-gradient(circle at 88% 20%, rgba(255, 193, 107, 0.28), transparent 30%),
-      linear-gradient(115deg, #d92817 0%, #ff4a24 47%, #f46e22 100%);
-  }
-
-  .swl-join::after {
-    position: absolute;
-    right: -90px;
-    bottom: -180px;
-    width: 420px;
-    height: 420px;
-    content: "";
-    border: 1px solid rgba(255, 255, 255, 0.17);
-    border-radius: 50%;
-    box-shadow:
-      0 0 0 45px rgba(255, 255, 255, 0.035),
-      0 0 0 90px rgba(255, 255, 255, 0.025);
-  }
-
-  .swl-join-grid {
-    position: relative;
-    z-index: 1;
-    display: grid;
-    grid-template-columns: minmax(0, 1fr) minmax(320px, 0.75fr);
-    gap: 60px;
-    align-items: center;
-  }
-
-  .swl-join h2 {
-    max-width: 700px;
-    margin-bottom: 13px;
-    font-size: clamp(34px, 5vw, 58px);
-    line-height: 1.02;
-    letter-spacing: -0.05em;
-  }
-
-  .swl-join .swl-overline {
-    color: rgba(255, 255, 255, 0.72);
-  }
-
-  .swl-join-copy > p:not(.swl-overline) {
-    max-width: 650px;
-    margin-bottom: 25px;
-    color: rgba(255, 255, 255, 0.8);
-    font-size: 14px;
-  }
-
-  .swl-button-light {
-    border-color: #fff;
-    color: #e33720;
-    background: #fff;
-  }
-
-  .swl-button-light:hover {
-    border-color: #fff;
-    color: #bd2917;
-    background: #fff8f5;
-  }
-
-  .swl-roles {
-    padding: 22px;
-    border: 1px solid rgba(255, 255, 255, 0.25);
-    border-radius: 18px;
-    background: rgba(95, 16, 5, 0.15);
-    backdrop-filter: blur(10px);
-  }
-
-  .swl-roles > b {
-    display: block;
-    margin-bottom: 12px;
-    font-size: 11px;
-    letter-spacing: 0.08em;
-    text-transform: uppercase;
-  }
-
-  .swl-roles span {
-    display: block;
-    padding: 8px 0;
-    border-bottom: 1px solid rgba(255, 255, 255, 0.13);
-    color: rgba(255, 255, 255, 0.86);
-    font-size: 11px;
-  }
-
-  .swl-roles span:last-child {
-    border-bottom: 0;
-  }
-
-  .swl-footer {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-    padding: 26px 8px 8px;
-    color: #788496;
-    font-size: 10px;
-  }
-
-  .swl-footer div {
-    display: flex;
-    align-items: center;
-    gap: 9px;
-  }
-
-  .swl-footer img {
-    width: 25px;
-    height: 25px;
-    border-radius: 8px;
-  }
-
-  .swl-footer a {
-    color: #e14b35;
-    font-weight: 750;
-  }
-
-  @keyframes swl-pulse {
-    0%, 100% { opacity: 0.7; transform: scale(0.9); }
-    50% { opacity: 1; transform: scale(1.12); }
-  }
-
-  @keyframes swl-scan {
-    0% { left: -30%; }
-    100% { left: 115%; }
-  }
-
-  @media (max-width: 900px) {
-    .swl-hero-grid,
-    .swl-section-intro,
-    .swl-release-body,
-    .swl-data,
-    .swl-hub,
-    .swl-join-grid {
-      grid-template-columns: 1fr;
-    }
-
-    .swl-hero-grid {
-      gap: 36px;
-      padding: 38px;
-    }
-
-    .swl-brand {
-      margin-bottom: 42px;
-    }
-
-    .swl-system {
-      max-width: 620px;
-    }
-
-    .swl-section-intro,
-    .swl-release-body,
-    .swl-join-grid {
-      gap: 25px;
-    }
-
-    .swl-loop {
-      grid-template-columns: repeat(3, 1fr);
-    }
-
-    .swl-pillars {
-      grid-template-columns: 1fr;
-    }
-
-    .swl-pillar {
-      min-height: 0;
-    }
-
-    .swl-pillar-number {
-      margin-bottom: 30px;
-    }
-
-    .swl-pillar > p {
-      min-height: 0;
-    }
-
-    .swl-data-media {
-      max-height: 480px;
-    }
-
-    .swl-hub {
-      gap: 24px;
-    }
-  }
-
-  @media (max-width: 620px) {
-    .swl-hero {
-      border-radius: 21px;
-    }
-
-    .swl-hero-grid {
-      padding: 27px 21px;
-    }
-
-    .swl-brand {
-      margin-bottom: 34px;
-    }
-
-    .swl-quicklinks {
-      grid-template-columns: repeat(2, 1fr);
-    }
-
-    .swl-section,
-    .swl-join,
-    .swl-hub {
-      padding: 30px 21px;
-      border-radius: 21px;
-    }
-
-    .swl-loop {
-      grid-template-columns: 1fr 1fr;
-    }
-
-    .swl-release,
-    .swl-data {
-      border-radius: 21px;
-    }
-
-    .swl-release-media,
-    .swl-release-media img {
-      min-height: 280px;
-      height: 280px;
-    }
-
-    .swl-release-body,
-    .swl-data-copy {
-      padding: 29px 21px 32px;
-    }
-
-    .swl-metrics {
-      grid-template-columns: 1fr 1fr;
-    }
-
-    .swl-pipeline {
-      grid-template-columns: repeat(2, 1fr);
-    }
-
-    .swl-footer {
-      align-items: flex-start;
-      flex-direction: column;
-      gap: 10px;
-    }
-  }
-
-  @media (prefers-reduced-motion: reduce) {
-    .swl-card *,
-    .swl-card *::before,
-    .swl-card *::after {
-      scroll-behavior: auto !important;
-      animation-duration: 0.01ms !important;
-      animation-iteration-count: 1 !important;
-      transition-duration: 0.01ms !important;
-    }
-  }
-</style>
-
-<div class="swl-card">
-  <div class="swl-hero">
-    <div class="swl-hero-grid">
-      <div>
-        <div class="swl-brand">
-          <img src="./assets/simpleai-mark.png" alt="SimpleAI mark">
-          <span>SimpleAI</span>
-          <span class="swl-brand-rule"></span>
-          <span>Foundation Model Research</span>
-        </div>
-        <div class="swl-live"><i></i> Building in the physical world</div>
-        <h1><span class="swl-gradient-text">Simple World Lab</span></h1>
-        <p class="swl-tagline">Make the World Simple — Build the Foundation Model for the Physical World.</p>
-        <p class="swl-lead">
-          We build a closed-loop physical intelligence stack: a Robotic Agent OS for long-horizon execution,
-          broad embodied pre-training, and Real-Robot RL for continuous improvement after deployment.
-        </p>
-        <div class="swl-actions">
-          <a class="swl-button swl-button-primary" href="https://cloud.simpleai.tech/simple_world_lab/">Explore our research <span>↗</span></a>
-          <a class="swl-button" href="https://cloud.simpleai.tech/simple_world_lab/zero-robot/">Meet Zero–Robot <span>→</span></a>
-        </div>
-      </div>
-
-      <div class="swl-system" aria-label="Simple World Lab physical-world foundation model stack">
-        <div class="swl-system-top">
-          <span>Physical-world stack / 01</span>
-          <span>● online</span>
-        </div>
-        <div class="swl-core">
-          <span>WORLD</span>
-          <strong>FOUNDATION MODEL</strong>
-          <small>agent · data · learning</small>
-        </div>
-        <div class="swl-lanes">
-          <div class="swl-lane">
-            <b>Agent OS</b>
-            <span>PLAN → ACT → VERIFY → RECOVER</span>
-          </div>
-          <div class="swl-lane">
-            <b>Pre-training</b>
-            <span>UMI + CROSS-EMBODIMENT + EGO</span>
-          </div>
-          <div class="swl-lane">
-            <b>Post-training</b>
-            <span>REAL-ROBOT RL + FAILURE REPLAY</span>
-          </div>
-        </div>
-        <div class="swl-feedback">↳ deployment traces become the next training signal</div>
-      </div>
-    </div>
-  </div>
-
-  <div class="swl-quicklinks" aria-label="Quick links">
-    <a href="#research">Research <span>↓</span></a>
-    <a href="#zero-robot">Zero–Robot <span>↓</span></a>
-    <a href="#open-hub">Open on the Hub <span>↓</span></a>
-    <a href="#join">Join us <span>↓</span></a>
-  </div>
-
-  <div class="swl-section" id="research">
-    <div class="swl-section-intro">
-      <div>
-        <p class="swl-overline">Our thesis · Physical intelligence</p>
-        <h2>Intelligence does not stop at a prediction. It returns to the world.</h2>
-      </div>
-      <p>
-        A physical-world foundation model must survive the states produced by its own actions.
-        It needs to execute, observe failure, recover safely, and turn every rollout into better data.
-      </p>
-    </div>
-
-    <div class="swl-loop" aria-label="Closed-loop physical intelligence cycle">
-      <article>
-        <span>01 / INTENT</span>
-        <strong>Plan</strong>
-        <small>Ground goals into executable skills.</small>
-      </article>
-      <article>
-        <span>02 / CONTROL</span>
-        <strong>Act</strong>
-        <small>Run bounded skills on real hardware.</small>
-      </article>
-      <article>
-        <span>03 / EVIDENCE</span>
-        <strong>Verify</strong>
-        <small>Check outcomes across multiple views.</small>
-      </article>
-      <article>
-        <span>04 / RESILIENCE</span>
-        <strong>Recover</strong>
-        <small>Retry, replan, or hand control back.</small>
-      </article>
-      <article>
-        <span>05 / FLYWHEEL</span>
-        <strong>Improve ↻</strong>
-        <small>Convert deployment traces into learning.</small>
-      </article>
-    </div>
-
-    <div class="swl-pillars">
-      <article class="swl-pillar">
-        <div class="swl-pillar-number">01</div>
-        <h3>Robotic Agent OS</h3>
-        <p>
-          Cloud cognition wrapped by a robot-side harness that turns intentions into safe,
-          traceable, long-horizon execution.
-        </p>
-        <ul>
-          <li>Plan–Act–Verify–Recover loops</li>
-          <li>Typed contracts across VLA, navigation, perception, and tools</li>
-          <li>Safety gates, control arbitration, and teleoperation fallback</li>
-        </ul>
-        <div class="swl-tags">
-          <span>Agentic OS</span><span>PAVR</span><span>Skill contracts</span>
-        </div>
-      </article>
-
-      <article class="swl-pillar">
-        <div class="swl-pillar-number">02</div>
-        <h3>Embodied Pre-training</h3>
-        <p>
-          Broad physical priors across robot-free, robot-collected, cross-embodiment,
-          and egocentric data—with high-fidelity UMI as an anchor.
-        </p>
-        <ul>
-          <li>High-fidelity, robot-free physical supervision</li>
-          <li>Transfer across arms, grippers, cameras, and action spaces</li>
-          <li>VLA and WAM recipes for long-horizon interaction</li>
-        </ul>
-        <div class="swl-tags">
-          <span>HiFi-UMI</span><span>Cross-embodiment</span><span>VLA / WAM</span>
-        </div>
-      </article>
-
-      <article class="swl-pillar">
-        <div class="swl-pillar-number">03</div>
-        <h3>Embodied Post-training</h3>
-        <p>
-          Real-Robot RL as the deployment-time learning loop—using both successful
-          and failed rollouts to improve the next policy.
-        </p>
-        <ul>
-          <li>Real contact-rich execution as the training signal</li>
-          <li>Failure replay, success mining, and reward design</li>
-          <li>Recovery, robustness, and continual policy improvement</li>
-        </ul>
-        <div class="swl-tags">
-          <span>Real-Robot RL</span><span>Failure replay</span><span>Data flywheel</span>
-        </div>
-      </article>
-    </div>
-  </div>
-
-  <div class="swl-release" id="zero-robot">
-    <a href="https://cloud.simpleai.tech/simple_world_lab/zero-robot/" aria-label="Explore the Zero-Robot project page">
-      <div class="swl-release-media">
-        <img src="./assets/zero-robot-data-canvas.jpg" alt="A mosaic of diverse first-person HiFi-UMI manipulation demonstrations">
-        <span class="swl-release-label"><i></i> Flagship research preview · 2026</span>
-        <div class="swl-release-title">
-          <p>Embodied pre-training / HiFi-UMI</p>
-          <h2>Zero–Robot</h2>
-        </div>
-      </div>
-    </a>
-    <div class="swl-release-body">
-      <div class="swl-release-copy">
-        <p class="swl-overline">Learning without robot data</p>
-        <h3>Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone</h3>
-        <p>
-          Zero–Robot turns portable, robot-free bimanual demonstrations into policies that deploy
-          on real robots. The same high-fidelity data engine supports pre-training, post-training,
-          replay-based verification, and direct physical execution.
-        </p>
-        <div class="swl-actions">
-          <a class="swl-button swl-button-primary" href="https://cloud.simpleai.tech/simple_world_lab/zero-robot/">Explore the project <span>↗</span></a>
-          <a class="swl-button" href="https://huggingface.co/datasets/simple-world-lab/HIFI-umi-dataset">View the dataset <span>↗</span></a>
-        </div>
-      </div>
-      <div class="swl-metrics" aria-label="Zero-Robot system highlights">
-        <div class="swl-metric"><strong>20,000+ h</strong><span>robot-free data collected</span></div>
-        <div class="swl-metric"><strong>0 h</strong><span>robot teleoperation data</span></div>
-        <div class="swl-metric"><strong>3 mm</strong><span>trajectory accuracy</span></div>
-        <div class="swl-metric"><strong>40 μs</strong><span>sensor synchronization</span></div>
-        <div class="swl-metric"><strong>≈200°</strong><span>stereo visual coverage</span></div>
-        <div class="swl-metric"><strong>6 views</strong><span>per synchronized episode</span></div>
-      </div>
-    </div>
-  </div>
-
-  <div class="swl-data">
-    <div class="swl-data-media">
-      <img src="./assets/hifi-umi-capture.jpg" alt="An operator wearing the portable HiFi-UMI capture system">
-      <span>HiFi-UMI / portable capture system</span>
-    </div>
-    <div class="swl-data-copy">
-      <p class="swl-overline">Data is an instrument, not a by-product</p>
-      <h2>High fidelity by design.</h2>
-      <p>
-        Portable capture, calibrated bimanual trajectories, hardware synchronization, offline
-        reconstruction, and real-robot replay verification preserve quality from demonstration
-        to deployment.
-      </p>
-      <div class="swl-pipeline" aria-label="HiFi-UMI data pipeline">
-        <div><b>01 Capture</b><span>robot-free</span></div>
-        <div><b>02 Reconstruct</b><span>3D motion</span></div>
-        <div><b>03 Verify</b><span>robot replay</span></div>
-        <div><b>04 Curate</b><span>language + tasks</span></div>
-        <div><b>05 Learn</b><span>pre + post</span></div>
-      </div>
-      <div class="swl-actions">
-        <a class="swl-button" href="https://huggingface.co/datasets/simple-world-lab/HIFI-umi-dataset">Open HiFi-UMI on Hugging Face <span>↗</span></a>
-      </div>
-    </div>
-  </div>
-
-  <div class="swl-hub" id="open-hub">
-    <div class="swl-hub-copy">
-      <p class="swl-overline">Open research artifacts</p>
-      <h2>Built to be inspected, replayed, and extended.</h2>
-      <p>
-        Follow our releases on the Hub as we open datasets, models, policies, evaluations,
-        and interactive demonstrations for physical intelligence.
-      </p>
-    </div>
-    <div class="swl-hub-list">
-      <a class="swl-hub-item" href="https://huggingface.co/datasets/simple-world-lab/HIFI-umi-dataset">
-        <span class="swl-hub-icon">◫</span>
-        <span><b>HiFi-UMI Dataset</b><small>High-fidelity, multi-view, robot-free manipulation data</small></span>
-        <span class="swl-hub-arrow">↗</span>
-      </a>
-      <a class="swl-hub-item" href="https://cloud.simpleai.tech/simple_world_lab/zero-robot/">
-        <span class="swl-hub-icon">◎</span>
-        <span><b>Zero–Robot Project Page</b><small>System, data engine, real-robot replay, and deployment results</small></span>
-        <span class="swl-hub-arrow">↗</span>
-      </a>
-      <a class="swl-hub-item" href="https://cloud.simpleai.tech/simple_world_lab/">
-        <span class="swl-hub-icon">↻</span>
-        <span><b>Simple World Lab Research Feed</b><small>Reports, notes, diagrams, demonstrations, and future releases</small></span>
-        <span class="swl-hub-arrow">↗</span>
-      </a>
-    </div>
-  </div>
-
-  <div class="swl-join" id="join">
-    <div class="swl-join-grid">
-      <div class="swl-join-copy">
-        <p class="swl-overline">Join Simple World Lab</p>
-        <h2>Build the next foundation model for the physical world.</h2>
-        <p>
-          We welcome researchers and engineers who want to work across models, data,
-          agent runtimes, real robots, and the learning loops that connect them.
-        </p>
-        <div class="swl-actions">
-          <a class="swl-button swl-button-light" href="mailto:hr@simpleai.tech">Research & engineering roles <span>→</span></a>
-          <a class="swl-button" href="mailto:pr@simpleai.tech">Research collaboration <span>→</span></a>
-        </div>
-      </div>
-      <div class="swl-roles">
-        <b>We care about</b>
-        <span>Robotic agents & long-horizon execution</span>
-        <span>Embodied pre-training & cross-embodiment learning</span>
-        <span>Real-Robot RL & deployment-time improvement</span>
-        <span>Robot data engines, evaluation & full-stack systems</span>
-      </div>
-    </div>
-  </div>
-
-  <div class="swl-footer">
-    <div>
-      <img src="./assets/simpleai-mark.png" alt="">
-      <span>© 2026 Simple World Lab · SimpleAI</span>
-    </div>
-    <a href="https://cloud.simpleai.tech/simple_world_lab/">Make the World Simple ↗</a>
-  </div>
-</div>
+[**Website ↗**](https://cloud.simpleai.tech/simple_world_lab/) · [**Join Us**](mailto:hr@simpleai.tech) · [**Research Collaboration**](mailto:pr@simpleai.tech)