/* TabFM-Auto Technical Report & Interactive Pipeline Explorer
 * Google DeepMind visual theme + Google Sans & Google Sans Mono typography.
 */

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) 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) 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  --fg-2: #334155;
  --muted: #5f6b7c;
  --border: #d5dfec;
  --hairline: #e5ecf5;
  --accent: #1a73e8;
  --accent-strong: #1557b0;
  --accent-soft: #e8f0fe;
  --accent-border: #aecbfa;
  --blue: #00838f;
  --blue-soft: #e0f7fa;
  --cyan: #00b4d8;
  --indigo: #4f46e5;
  --amber: #475569;
  --pos: #0d7a52;
  --pos-soft: #e3f7ee;
  --medal: #b45309;
  --medal-soft: #fef3c7;
  --code-bg: #f3f6fb;
  --code-fg: #0f172a;
  --code-muted: #64748b;
  --code-border: #d5dfec;
  --shadow-sm: 0 1px 2px rgba(11, 18, 32, 0.04), 0 1px 3px rgba(11, 18, 32, 0.05);
  --shadow-md: 0 10px 28px -8px rgba(11, 18, 32, 0.08), 0 2px 6px -1px rgba(11, 18, 32, 0.04);
  --font-sans: "Google Sans", "Google Sans Text", -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
  --font-serif: "Google Sans", -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
  --font-mono: "Google Sans Mono", "JetBrains Mono", ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
}

html[data-theme="dark"] {
  --bg: #070b14;
  --surface: #0f1624;
  --subtle: #162033;
  --subtle-2: #1e2b42;
  --fg: #f1f5f9;
  --fg-2: #cbd5e1;
  --muted: #8b9bb4;
  --border: #223049;
  --hairline: #1a253a;
  --accent: #589df6;
  --accent-strong: #8ab4f8;
  --accent-soft: #132542;
  --accent-border: #284b80;
  --blue: #22d3ee;
  --blue-soft: #0c2d3a;
  --cyan: #22d3ee;
  --indigo: #818cf8;
  --amber: #94a3b8;
  --pos: #34d399;
  --pos-soft: #0d2e24;
  --medal: #fbbf24;
  --medal-soft: #2e2410;
  --code-bg: #050811;
  --code-fg: #e2e8f0;
  --code-muted: #7c8da6;
  --code-border: #1e2b42;
  --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.4);
  --shadow-md: 0 12px 32px -8px rgba(0, 0, 0, 0.55);
}

*,
*::before,
*::after {
  box-sizing: border-box;
}

html {
  -webkit-text-size-adjust: 100%;
  scroll-behavior: smooth;
}

body {
  margin: 0;
  padding: 0;
  background: var(--bg);
  color: var(--fg);
  font-family: var(--font-sans);
  font-size: 16px;
  line-height: 1.65;
  -webkit-font-smoothing: antialiased;
  overflow-x: hidden;
}

a {
  color: var(--fg);
  text-decoration: underline;
  text-decoration-color: var(--border);
  text-underline-offset: 3px;
  transition: color 0.14s, text-decoration-color 0.14s;
}
a:hover {
  color: var(--accent);
  text-decoration-color: var(--accent);
}

p {
  margin: 12px 0;
  color: var(--fg-2);
}

strong {
  color: var(--fg);
  font-weight: 600;
}

code {
  font-family: var(--font-mono);
  font-size: 0.85em;
  padding: 2px 6px;
  border-radius: 5px;
  background: var(--subtle);
  color: var(--fg);
}

pre code {
  font-size: inherit;
  padding: 0;
  border-radius: 0;
  background: transparent;
  color: inherit;
}

/* ===== Reading progress & top navigation ===== */
.progress-bar {
  position: fixed;
  top: 0;
  left: 0;
  height: 2.5px;
  width: 100%;
  display: block;
  z-index: 100;
  pointer-events: none;
}
.progress-bar rect {
  fill: var(--accent);
}

.site-nav {
  position: sticky;
  top: 0;
  z-index: 80;
  height: 54px;
  background: var(--surface);
  background: color-mix(in srgb, var(--surface) 92%, transparent);
  backdrop-filter: blur(10px);
  -webkit-backdrop-filter: blur(10px);
  border-bottom: 1px solid var(--border);
}

.site-nav-inner {
  max-width: 1120px;
  height: 100%;
  margin: 0 auto;
  padding: 0 28px;
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 12px;
}

.nav-brand {
  display: inline-flex;
  align-items: center;
  gap: 8px;
  font-weight: 700;
  font-size: 15px;
  letter-spacing: -0.01em;
  text-decoration: none;
  color: var(--fg);
  white-space: nowrap;
  min-width: 0;
}
.nav-brand:hover {
  color: var(--accent);
}

.nav-logo {
  width: 24px;
  height: 24px;
  display: block;
  flex: none;
}
.nav-logo .logo-backbone {
  fill: var(--accent);
}
.nav-logo .logo-cell-mid {
  fill: var(--accent);
  fill-opacity: 0.36;
}
.nav-logo .logo-spark {
  fill: var(--cyan);
}

.nav-sep {
  color: var(--border);
  font-weight: 400;
}

.nav-sub {
  font-weight: 500;
  color: var(--muted);
  font-size: 13px;
}

.nav-links {
  display: flex;
  align-items: center;
  gap: 2px;
  flex-wrap: nowrap;
  margin-left: auto;
}

.nav-actions {
  display: flex;
  align-items: center;
  gap: 4px;
  flex: none;
}

.nav-link {
  padding: 6px 9px;
  border-radius: 6px;
  font-size: 13px;
  font-weight: 500;
  color: var(--muted);
  text-decoration: none;
  white-space: nowrap;
}
.nav-link:hover {
  color: var(--fg);
  background: var(--subtle);
}

.nav-cta {
  padding: 5px 12px;
  border-radius: 999px;
  font-size: 12.5px;
  font-weight: 600;
  background: var(--accent-soft);
  color: var(--accent);
  border: 1px solid var(--accent-border);
  text-decoration: none;
  margin-left: 6px;
  white-space: nowrap;
  transition: background 0.14s, color 0.14s, border-color 0.14s;
}
.nav-cta:hover {
  background: var(--accent);
  border-color: var(--accent);
  color: #ffffff;
}

.theme-btn {
  width: 34px;
  height: 34px;
  border-radius: 999px;
  border: 1px solid var(--border);
  background: var(--surface);
  color: var(--fg-2);
  cursor: pointer;
  display: inline-flex;
  align-items: center;
  justify-content: center;
  padding: 0;
  flex: none;
  margin-left: 4px;
}
.theme-btn:hover {
  background: var(--subtle);
  color: var(--fg);
}
.theme-btn svg {
  width: 16px;
  height: 16px;
  fill: none;
  stroke: currentColor;
  stroke-width: 1.8;
  stroke-linecap: round;
  stroke-linejoin: round;
}

/* ===== Main container (single unified 1064px editorial grid) ===== */
.container {
  max-width: 1120px;
  margin: 0 auto;
  padding: 36px 28px 88px;
}

.wide-bleed {
  margin: 20px 0 26px;
}

.wide-card {
  margin-left: 0;
  margin-right: 0;
}

/* ===== Hero / Paper Header ===== */
.hero {
  padding-bottom: 24px;
  margin-bottom: 26px;
  border-bottom: 1px solid var(--border);
}

.hero-top {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 10px;
  margin-bottom: 14px;
}

.venue-kicker {
  display: inline-flex;
  align-items: center;
  gap: 8px;
  padding: 4px 11px 4px 8px;
  border-radius: 999px;
  background: var(--accent-soft);
  border: 1px solid var(--accent-border);
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 600;
  text-transform: uppercase;
  letter-spacing: 0.06em;
  color: var(--accent);
}
.venue-kicker .nav-logo {
  width: 18px;
  height: 18px;
}

.hero-pills {
  display: flex;
  align-items: center;
  flex-wrap: wrap;
  gap: 8px;
}

.hero-pill {
  display: inline-flex;
  align-items: center;
  gap: 6px;
  padding: 4px 11px;
  border-radius: 999px;
  background: var(--surface);
  border: 1px solid var(--border);
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 500;
  color: var(--fg-2);
  text-decoration: none;
  transition: border-color 0.14s, color 0.14s, transform 0.14s;
}
.hero-pill:hover {
  border-color: var(--accent);
  color: var(--accent);
  text-decoration: none;
  transform: translateY(-1px);
}
.hero-pill strong {
  color: var(--accent);
  font-weight: 700;
}

h1.paper-title {
  font-size: clamp(2.15rem, 3.15vw, 2.68rem);
  line-height: 1.13;
  letter-spacing: -0.028em;
  font-weight: 700;
  margin: 0 0 14px;
  color: var(--fg);
}

.paper-subtitle {
  font-size: 1.14rem;
  line-height: 1.58;
  color: var(--fg-2);
  max-width: 980px;
  margin: 0 0 22px;
}

.meta-grid {
  display: flex;
  flex-direction: column;
  gap: 14px;
  padding: 16px 0 2px;
  border-top: 1px solid var(--hairline);
}

.author-row {
  overflow: hidden;
  padding-top: 2px;
  font-size: 15px;
  line-height: 1.55;
  color: var(--fg);
}
/* Each author carries its own leading dot; the list is shifted left by one dot width and clipped,
   so the dot of whichever author starts a line is hidden and wrapped lines never start with a dot. */
.author-list {
  display: flex;
  flex-wrap: wrap;
  align-items: baseline;
  row-gap: 4px;
  margin-left: -20px;
}
.author-list > .author {
  white-space: nowrap;
}
.author-list > .author::before {
  content: "\00B7";
  display: inline-block;
  width: 20px;
  text-align: center;
  color: var(--muted);
  opacity: 0.6;
  user-select: none;
}
.author-row a {
  color: var(--fg);
  text-decoration: none;
  font-weight: 600;
  transition: color 0.12s;
}
.author-row a:hover,
.author-row a:hover strong {
  color: var(--accent);
  text-decoration: underline;
}
.author-row sup {
  color: var(--accent);
  font-family: var(--font-mono);
  font-size: 10.5px;
  font-weight: 700;
  margin-left: 2px;
}

/* Nav Google Research logo + borderless affiliation logo row. */
.nav-gr-logo {
  height: 18px;
  width: auto;
  display: block;
}
html[data-theme="dark"] .nav-gr-logo,
html[data-theme="dark"] .logo-gr,
html[data-theme="dark"] .logo-gdm {
  filter: brightness(1.3);
}
.affil-block {
  padding-top: 12px;
  border-top: 1px dashed var(--hairline);
}
.affil-logos {
  list-style: none;
  margin: 2px 0 0;
  padding: 0;
  display: flex;
  flex-wrap: wrap;
  align-items: center;
  justify-content: flex-start;
  gap: 12px 26px;
}
.affil-break {
  flex-basis: 100%;
  height: 0;
  margin: 0;
}
.affil-item {
  display: inline-flex;
  align-items: center;
  gap: 3px;
  text-decoration: none;
  transition: transform 0.16s ease, opacity 0.16s ease;
}
.affil-item:hover,
.affil-item:focus-visible {
  transform: translateY(-1.5px);
}
.affil-item img {
  display: block;
  width: auto;
  object-fit: contain;
}
.only-dark { display: none !important; }
html[data-theme="dark"] .only-light { display: none !important; }
html[data-theme="dark"] .only-dark { display: block !important; }
.affil-n {
  align-self: flex-start;
  transform: translateY(-4px);
  margin-top: 0;
  min-width: 13px;
  height: 13px;
  padding: 0 3px;
  border-radius: 999px;
  background: var(--accent-soft);
  border: 1px solid var(--accent-border);
  color: var(--accent);
  font-family: var(--font-mono);
  font-size: 8.5px;
  font-weight: 700;
  line-height: 11px;
  text-align: center;
}
.logo-gr { height: 22px; }
.logo-gdm { height: 22px; }
.logo-usc { height: 32px; }
.logo-harvard { height: 30px; }
.logo-ut { height: 32px; }
@media (max-width: 760px) {
  .affil-logos { justify-content: flex-start; gap: 14px 20px; }
  .logo-gr, .logo-gdm { height: 18px; }
  .logo-usc, .logo-harvard, .logo-ut { height: 26px; }
}

/* ===== Abstract Card ===== */
.abstract-card {
  margin: 20px 0;
  padding: 16px 22px;
  border-radius: 12px;
  background: var(--surface);
  border: 1px solid var(--border);
  border-left: 4px solid var(--accent);
  box-shadow: var(--shadow-sm);
}
.abstract-card p {
  margin: 4px 0 0;
  font-size: 15px;
  line-height: 1.62;
  color: var(--fg);
}

/* ===== Interactive Figure Cards ===== */
.fig-card {
  background: var(--surface);
  border: 1px solid var(--border);
  border-radius: 14px;
  padding: 18px 22px;
  box-shadow: var(--shadow-sm);
  margin-top: 22px;
  margin-bottom: 22px;
}

.fig-top {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: nowrap;
  gap: 12px;
  padding-bottom: 12px;
  border-bottom: 1px solid var(--hairline);
  margin-bottom: 14px;
}

#fig-headline .fig-top {
  flex-direction: column;
  align-items: flex-start;
  gap: 10px;
}

.fig-heading {
  display: flex;
  flex-direction: column;
  gap: 2px;
  min-width: 0;
  flex: 1 1 auto;
}

.fig-kicker {
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.06em;
  color: var(--accent);
}

.fig-title {
  font-size: 16px;
  font-weight: 700;
  color: var(--fg);
  margin: 0;
}

.fig-controls {
  display: flex;
  flex-wrap: wrap;
  align-items: center;
  justify-content: flex-end;
  gap: 8px;
  flex: 0 0 auto;
  max-width: 100%;
}

.seg-tabs {
  display: inline-flex;
  flex-wrap: wrap;
  gap: 2px;
  background: var(--subtle);
  padding: 3px;
  border-radius: 9px;
  border: 1px solid var(--border);
  max-width: 100%;
}

.seg-tab {
  padding: 5px 11px;
  border-radius: 6px;
  border: none;
  outline: none;
  background: transparent;
  font-family: var(--font-sans);
  font-size: 12.5px;
  font-weight: 600;
  color: var(--muted);
  cursor: pointer;
  white-space: nowrap;
  flex: none;
}
.seg-tab:focus-visible {
  outline: 2px solid var(--accent);
  outline-offset: 1px;
}
.seg-tab:hover {
  color: var(--fg);
}
.seg-tab.is-active {
  background: var(--surface);
  color: var(--accent);
  box-shadow: var(--shadow-sm);
}

.fig-svg-wrap {
  width: 100%;
  overflow-x: auto;
  -webkit-overflow-scrolling: touch;
}

.fig-svg-wrap svg {
  display: block;
  width: 100%;
  height: auto;
  font-family: var(--font-sans);
}

.fig-legend {
  display: flex;
  flex-wrap: wrap;
  align-items: center;
  gap: 14px;
  margin-top: 10px;
  padding-top: 10px;
  border-top: 1px solid var(--hairline);
  font-size: 12.5px;
  color: var(--fg-2);
}

.leg-item {
  display: inline-flex;
  align-items: center;
  gap: 6px;
}

.leg-swatch {
  width: 11px;
  height: 11px;
  border-radius: 3px;
  display: inline-block;
  flex: none;
}
.leg-swatch.sw-auto { background: var(--accent); }
.leg-swatch.sw-tabfm { background: var(--blue); }
.leg-swatch.sw-tfm { background: var(--indigo); }
.leg-swatch.sw-automl { background: var(--amber); }
.leg-swatch.sw-agent { background: var(--pos); }
.leg-swatch.sw-base { background: var(--muted); }

.fig-readout {
  margin-top: 10px;
  padding: 10px 14px;
  border-radius: 9px;
  background: var(--subtle);
  border: 1px solid var(--border);
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 10px;
  font-size: 13px;
  color: var(--fg-2);
}

.fig-readout-metrics {
  display: flex;
  flex-wrap: wrap;
  gap: 14px;
  font-family: var(--font-mono);
  font-size: 12.5px;
}

.fig-caption {
  margin-top: 10px;
  font-size: 13px;
  line-height: 1.5;
  color: var(--muted);
}

/* ===== Typography & Sections ===== */
main.container > p {
  max-width: 980px;
}

h2 {
  display: flex;
  align-items: baseline;
  gap: 10px;
  font-size: 1.52rem;
  font-weight: 700;
  letter-spacing: -0.022em;
  color: var(--fg);
  margin: 44px 0 14px;
  padding-bottom: 10px;
  border-bottom: 1px solid var(--border);
  scroll-margin-top: 70px;
}

.sec-num {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  padding: 2px 7px;
  border-radius: 6px;
  background: var(--accent-soft);
  border: 1px solid var(--accent-border);
  color: var(--accent);
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 700;
  letter-spacing: 0.04em;
  line-height: 1.35;
  flex: none;
  transform: translateY(-1px);
}

h3 {
  font-size: 1.12rem;
  font-weight: 700;
  letter-spacing: -0.01em;
  color: var(--fg);
  margin: 22px 0 8px;
}

ul, ol {
  color: var(--fg-2);
  padding-left: 20px;
}
li {
  margin: 5px 0;
}

/* ===== Best of Both Worlds Comparison Grid ===== */
.worlds-grid {
  display: grid;
  grid-template-columns: 1fr 1fr 1.14fr;
  gap: 16px;
  margin-top: 18px;
  margin-bottom: 22px;
}

.world-col {
  background: var(--surface);
  border: 1px solid var(--border);
  border-top: 3px solid var(--border);
  border-radius: 12px;
  padding: 16px 18px;
  box-shadow: var(--shadow-sm);
  display: flex;
  flex-direction: column;
  justify-content: space-between;
}

.world-col.is-best {
  border-color: var(--accent-border);
  border-top: 3px solid var(--accent);
  background: linear-gradient(180deg, var(--accent-soft) 0%, var(--surface) 62%);
  box-shadow: var(--shadow-md);
}

.world-kicker {
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.06em;
  color: var(--muted);
  margin-bottom: 4px;
}
.world-col.is-best .world-kicker {
  color: var(--accent);
}

.world-name {
  font-size: 15.5px;
  font-weight: 700;
  color: var(--fg);
  margin: 0 0 10px;
}

.world-list {
  list-style: none;
  padding: 0;
  margin: 0 0 14px;
  font-size: 13.2px;
  line-height: 1.5;
}
.world-list li {
  margin: 7px 0;
  display: flex;
  align-items: flex-start;
  gap: 8px;
}

.mark-pos,
.mark-neg {
  width: 18px;
  height: 18px;
  border-radius: 5px;
  display: inline-flex;
  align-items: center;
  justify-content: center;
  font-weight: 700;
  font-size: 11.5px;
  font-family: var(--font-mono);
  line-height: 1;
  flex: none;
  margin-top: 1px;
}
.mark-pos {
  background: var(--pos-soft);
  color: var(--pos);
}
.mark-neg {
  background: rgba(220, 38, 38, 0.12);
  color: #dc2626;
}
html[data-theme="dark"] .mark-neg {
  background: rgba(248, 113, 113, 0.15);
  color: #f87171;
}

.world-foot {
  padding-top: 10px;
  border-top: 1px solid var(--hairline);
  font-family: var(--font-mono);
  font-size: 12.5px;
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 8px;
  color: var(--fg);
}

/* ===== Equation Box ===== */
.eq-box {
  margin: 16px 0 20px;
  padding: 14px 20px;
  border-radius: 12px;
  background: var(--surface);
  border: 1px solid var(--border);
  box-shadow: var(--shadow-sm);
  font-family: var(--font-sans);
  font-size: 15px;
  color: var(--fg);
  overflow-x: auto;
  overflow-y: hidden;
  -webkit-overflow-scrolling: touch;
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 14px;
}
.eq-lines {
  flex: 1;
  min-width: 0;
  padding: 3px 0;
  overflow-x: auto;
  overflow-y: hidden;
  -webkit-overflow-scrolling: touch;
}
.eq-box math,
p math {
  font-family: "STIX Two Math", "Latin Modern Math", "Cambria Math", math;
}
.eq-box math {
  font-size: 1.14em;
  margin: 2px 0;
}
.eq-box math + math {
  margin-top: 8px;
}
p math {
  font-size: 1.06em;
}
.eq-num {
  font-family: var(--font-mono);
  font-size: 12.5px;
  color: var(--muted);
  flex: none;
}
.eq-where {
  margin: 10px 0 8px;
  font-size: 13px;
  color: var(--muted);
  text-align: center;
}
.eq-grid {
  display: grid;
  grid-template-columns: max-content max-content max-content max-content;
  justify-content: center;
  align-items: center;
  column-gap: 8px;
  row-gap: 9px;
}
.eq-grid math {
  margin: 0;
}
.eq-grid .eq-lhs { justify-self: end; }
.eq-grid .eq-rhs { justify-self: start; }
.eq-tag {
  display: inline-flex;
  align-items: center;
  gap: 6px;
  margin-left: 14px;
  font-size: 12px;
  color: var(--muted);
  white-space: nowrap;
}
.eq-tag b {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  width: 16px;
  height: 16px;
  border-radius: 50%;
  background: var(--accent-soft);
  border: 1px solid var(--accent-border);
  color: var(--accent);
  font-family: var(--font-mono);
  font-size: 10px;
}
.eq-tag code {
  font-size: 11px;
  padding: 1px 5px;
  border-radius: 4px;
  background: var(--subtle);
  border: 1px solid var(--hairline);
}
.eq-lines { flex: 1 1 auto; min-width: 0; }
@media (max-width: 760px) {
  .eq-box { position: relative; }
  .eq-box .eq-num { position: absolute; top: 8px; right: 10px; }
  .eq-grid {
    grid-template-columns: max-content max-content minmax(0, 1fr);
    justify-content: stretch;
    column-gap: 5px;
    row-gap: 3px;
  }
  .eq-tag {
    grid-column: 1 / -1;
    margin: 0 0 8px;
    justify-self: start;
    white-space: normal;
  }
  .eq-where { text-align: left; }
}

/* ===== Interactive Figure 2: Architecture & Dataflow Overview ===== */
.arch-panels {
  display: flex;
  flex-direction: column;
  gap: 12px;
}

.arch-panel-box {
  background: var(--subtle);
  border: 1px solid var(--border);
  border-radius: 11px;
  padding: 13px 15px;
}

.arch-panel-head {
  display: flex;
  align-items: baseline;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 6px;
  margin-bottom: 10px;
}

.arch-panel-label {
  font-size: 13.5px;
  font-weight: 700;
  color: var(--fg);
}

.arch-panel-sub {
  font-size: 12px;
  color: var(--muted);
}

.arch-loop-grid {
  display: grid;
  grid-template-columns: repeat(3, minmax(0, 1fr));
  gap: 10px;
  align-items: stretch;
}

.arch-actor {
  background: var(--surface);
  border: 1px solid var(--border);
  border-radius: 9px;
  padding: 11px 13px;
  display: flex;
  flex-direction: column;
  justify-content: space-between;
}

.arch-actor-title {
  font-size: 13px;
  font-weight: 700;
  color: var(--fg);
  margin-bottom: 5px;
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 6px;
}

.arch-actor-body {
  font-size: 12.5px;
  color: var(--fg-2);
  line-height: 1.45;
}

.dataflow-strip {
  display: grid;
  grid-template-columns: repeat(5, minmax(0, 1fr));
  gap: 8px;
}

.df-step {
  background: var(--surface);
  border: 1px solid var(--border);
  border-radius: 9px;
  padding: 10px 11px;
  cursor: pointer;
  transition: border-color 0.14s, background 0.14s, transform 0.12s;
}
.df-step:hover {
  border-color: var(--accent);
  transform: translateY(-1px);
}
.df-step.is-active {
  border-color: var(--accent);
  background: var(--accent-soft);
  box-shadow: 0 0 0 1px var(--accent);
}

.df-step-num {
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 700;
  color: var(--accent);
}

.df-step-title {
  font-size: 12.5px;
  font-weight: 700;
  color: var(--fg);
  margin: 2px 0 4px;
}

.df-step-desc {
  font-size: 11.5px;
  color: var(--muted);
  line-height: 1.38;
}

/* Stage Inspector with Side-by-Side Before -> After */
.stage-inspector {
  background: var(--surface);
  border: 1px solid var(--accent-border);
  border-radius: 11px;
  overflow: hidden;
}

.stage-inspector-head {
  padding: 10px 15px;
  background: var(--accent-soft);
  border-bottom: 1px solid var(--accent-border);
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 8px;
}

.stage-inspector-title {
  font-family: var(--font-mono);
  font-size: 13px;
  font-weight: 700;
  color: var(--accent);
}

.stage-inspector-summary {
  padding: 10px 15px;
  font-size: 13.2px;
  color: var(--fg-2);
  line-height: 1.5;
  border-bottom: 1px solid var(--hairline);
}
.stage-inspector-summary p {
  margin: 0;
}

.stage-ba-grid {
  display: grid;
  grid-template-columns: minmax(0, 0.65fr) auto minmax(0, 1.35fr);
  align-items: stretch;
  background: var(--surface);
}

.stage-ba-col {
  display: flex;
  flex-direction: column;
  min-width: 0;
}

.stage-ba-head {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 6px;
  padding: 7px 14px;
  background: var(--subtle);
  border-bottom: 1px solid var(--code-border);
  font-family: var(--font-mono);
  font-size: 11.5px;
}

.stage-ba-tag {
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.04em;
  color: var(--muted);
}
.stage-ba-tag.is-after {
  color: var(--accent);
}

.stage-ba-meta {
  color: var(--muted);
  font-size: 11px;
}
.stage-ba-meta.pos {
  color: var(--pos);
  font-weight: 600;
}

.stage-ba-code {
  margin: 0;
  padding: 11px 12px;
  background: var(--code-bg);
  color: var(--code-fg);
  font-family: var(--font-mono);
  font-size: 11.2px;
  line-height: 1.52;
  overflow-x: auto;
  -webkit-overflow-scrolling: touch;
  flex: 1;
}

.stage-ba-arrow {
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  padding: 0 9px;
  background: transparent;
  border-left: 1px solid var(--code-border);
  border-right: 1px solid var(--code-border);
  color: var(--accent);
  font-family: var(--font-mono);
  user-select: none;
}

.stage-ba-arrow-icon {
  width: 26px;
  height: 26px;
  border-radius: 999px;
  background: transparent;
  border: 1px solid var(--accent-border);
  color: var(--accent);
  display: inline-flex;
  align-items: center;
  justify-content: center;
  font-size: 14px;
  font-weight: 700;
  line-height: 1;
}

.stage-ba-arrow-lbl {
  font-size: 9.5px;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.04em;
  color: var(--accent);
  margin-top: 4px;
  white-space: nowrap;
}

/* ===== Embedded Interactive Explorer Shell ===== */
.explorer-frame-card {
  background: var(--surface);
  border: 1px solid var(--border);
  border-radius: 14px;
  overflow: hidden;
  box-shadow: var(--shadow-md);
}

.explorer-toolbar {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 8px 12px;
  padding: 10px 15px;
  background: var(--subtle);
  border-bottom: 1px solid var(--border);
}

.explorer-presets {
  display: flex;
  align-items: center;
  flex-wrap: wrap;
  gap: 6px;
  max-width: 100%;
  flex: 1;
}

.preset-label {
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 600;
  color: var(--muted);
  margin-right: 2px;
  white-space: nowrap;
  flex: none;
}

.preset-btn {
  padding: 4px 10px;
  border-radius: 999px;
  border: 1px solid var(--border);
  background: var(--surface);
  color: var(--fg-2);
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 500;
  cursor: pointer;
  white-space: nowrap;
  flex: none;
  transition: all 0.12s;
}
.preset-btn:hover {
  border-color: var(--accent);
  color: var(--accent);
}
.preset-btn.is-active {
  background: var(--accent-soft);
  border-color: var(--accent);
  color: var(--accent);
  font-weight: 600;
}

.explorer-open-link {
  display: inline-flex;
  align-items: center;
  gap: 4px;
  padding: 4.5px 11px;
  border-radius: 999px;
  background: var(--accent-soft);
  border: 1px solid var(--accent-border);
  font-size: 12px;
  font-weight: 600;
  color: var(--accent);
  text-decoration: none;
  white-space: nowrap;
  flex: none;
  transition: background 0.14s, color 0.14s;
}
.explorer-open-link:hover {
  background: var(--accent);
  color: #ffffff;
  text-decoration: none;
}

.explorer-iframe {
  display: block;
  width: 100%;
  height: 760px;
  border: none;
  background: var(--surface);
}

/* ===== Tables ===== */
.data-card {
  background: var(--surface);
  border: 1px solid var(--border);
  border-radius: 14px;
  padding: 16px 20px;
  box-shadow: var(--shadow-sm);
  margin-top: 20px;
  margin-bottom: 20px;
}

.card-head {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 10px;
  margin-bottom: 10px;
}

.card-title {
  font-size: 15px;
  font-weight: 700;
  color: var(--fg);
  margin: 0;
}

.tbl-scroll {
  overflow-x: auto;
  -webkit-overflow-scrolling: touch;
}

table.bench-tbl {
  width: 100%;
  border-collapse: collapse;
  font-size: 13.2px;
}

.bench-tbl th,
.bench-tbl td {
  padding: 8px 10px;
  text-align: left;
  border-bottom: 1px solid var(--hairline);
  vertical-align: middle;
}

.cell-sub {
  display: block;
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 500;
  color: var(--muted);
  margin-top: 2px;
}

.bench-tbl th {
  font-size: 11.5px;
  font-weight: 600;
  color: var(--muted);
  background: var(--subtle);
  white-space: nowrap;
}

.bench-tbl th.r,
.bench-tbl td.r {
  text-align: right;
  font-family: var(--font-mono);
  font-variant-numeric: tabular-nums;
  white-space: nowrap;
}

.bench-tbl td a {
  white-space: nowrap;
}

.bench-tbl tr:last-child td {
  border-bottom: none;
}

.bench-tbl tr.highlight-row {
  background: var(--accent-soft);
}
.bench-tbl tr.highlight-row td {
  font-weight: 600;
  color: var(--fg);
}

.elo-bar-wrap {
  display: flex;
  align-items: center;
  gap: 10px;
}

.elo-bar-track {
  width: 120px;
  height: 7px;
  border-radius: 999px;
  background: var(--subtle-2);
  overflow: hidden;
  flex: none;
  display: block;
}

.elo-bar-fill {
  height: 100%;
  border-radius: 999px;
  background: var(--muted);
  fill: var(--muted);
}
.highlight-row .elo-bar-fill {
  background: var(--accent);
  fill: var(--accent);
}

.badge {
  display: inline-flex;
  align-items: center;
  gap: 4px;
  padding: 2px 8px;
  border-radius: 999px;
  font-family: var(--font-mono);
  font-size: 11.5px;
  font-weight: 600;
  white-space: nowrap;
}
.badge.pos {
  background: var(--pos-soft);
  color: var(--pos);
}
.badge.gold {
  background: var(--medal-soft);
  color: var(--medal);
}
.badge.neutral {
  background: var(--subtle);
  color: var(--fg-2);
}

/* ===== Interactive Figure 3: 3-Panel Search Dynamics ===== */
.dyn-grid {
  display: grid;
  grid-template-columns: repeat(3, minmax(0, 1fr));
  gap: 12px;
}

.dyn-panel {
  background: var(--subtle);
  border: 1px solid var(--border);
  border-radius: 9px;
  padding: 10px 12px;
}

.dyn-panel-title {
  font-size: 12.5px;
  font-weight: 700;
  color: var(--fg);
  margin-bottom: 6px;
}

/* ===== Interactive Figure 4: Ablation & Transfer ===== */
.two-col {
  display: grid;
  grid-template-columns: minmax(0, 1.14fr) minmax(0, 0.86fr);
  gap: 18px;
  margin-top: 18px;
  margin-bottom: 20px;
}
.two-col > .data-card {
  margin: 0;
}
.card-lead {
  font-size: 13.5px;
  margin-top: 0;
  margin-bottom: 10px;
}

.transfer-row {
  padding: 10px 0;
  border-bottom: 1px solid var(--hairline);
}
.transfer-row:last-child {
  border-bottom: none;
  padding-bottom: 0;
}

.transfer-head {
  display: flex;
  justify-content: space-between;
  align-items: baseline;
  gap: 8px;
  flex-wrap: wrap;
  margin-bottom: 6px;
  font-size: 13.5px;
}

.transfer-bars {
  display: flex;
  flex-direction: column;
  gap: 5px;
}

.tbar-line {
  display: grid;
  grid-template-columns: 92px 1fr 50px;
  align-items: center;
  gap: 8px;
  font-family: var(--font-mono);
  font-size: 12px;
  color: var(--muted);
  white-space: nowrap;
}

.tbar-track {
  width: 100%;
  height: 9px;
  border-radius: 999px;
  background: var(--subtle);
  overflow: hidden;
  display: block;
}

.tbar-fill {
  height: 100%;
  border-radius: 999px;
  background: var(--muted);
  fill: var(--muted);
}
.tbar-fill.upgraded {
  background: var(--accent);
  fill: var(--accent);
}

/* ===== Interactive Figure 5: MLE-Bench Per-Competition Grid & Elo ===== */
.mle-comp-grid {
  display: grid;
  grid-template-columns: repeat(4, minmax(0, 1fr));
  gap: 12px;
}

.mle-comp-card {
  background: var(--subtle);
  border: 1px solid var(--border);
  border-radius: 9px;
  padding: 11px 12px;
  display: flex;
  flex-direction: column;
  justify-content: space-between;
}

.mle-comp-head {
  display: flex;
  align-items: baseline;
  justify-content: space-between;
  gap: 6px;
  margin-bottom: 8px;
}

.mle-comp-name {
  font-family: var(--font-mono);
  font-size: 12px;
  font-weight: 700;
  color: var(--fg);
  text-decoration: none;
}
.mle-comp-name:hover {
  color: var(--accent);
}

.mle-comp-metric {
  font-family: var(--font-mono);
  font-size: 10.5px;
  color: var(--muted);
}

.mle-bars {
  display: flex;
  flex-direction: column;
  gap: 5px;
}

.mle-bar-row {
  display: grid;
  grid-template-columns: 78px 1fr 56px;
  align-items: center;
  gap: 6px;
  font-size: 11px;
  color: var(--fg-2);
}
.mle-bar-row.is-ours {
  font-weight: 700;
  color: var(--fg);
}

.mle-bar-label {
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
}

.mle-bar-track {
  width: 100%;
  height: 9px;
  border-radius: 3px;
  background: var(--subtle-2);
  overflow: visible;
  display: block;
}

.mle-bar-fill {
  height: 100%;
  border-radius: 3px;
  background: var(--muted);
  fill: var(--muted);
}
.mle-bar-row.is-ours .mle-bar-fill {
  background: var(--accent);
  fill: var(--accent);
}

.mle-bar-val {
  font-family: var(--font-mono);
  font-size: 10.5px;
  text-align: right;
  white-space: nowrap;
}

.mle-comp-foot {
  margin-top: 8px;
  padding-top: 6px;
  border-top: 1px dashed var(--border);
  display: flex;
  align-items: center;
  justify-content: space-between;
  font-family: var(--font-mono);
  font-size: 10.5px;
  color: var(--medal);
}

/* ===== Visual Feature Transformation Schematics & Impact Chart ===== */
.fe-viz-wrap {
  margin-top: 18px;
  padding-top: 16px;
  border-top: 1px solid var(--border);
}

.fe-viz-head {
  display: flex;
  align-items: center;
  justify-content: space-between;
  flex-wrap: nowrap;
  gap: 12px;
  margin-bottom: 12px;
}

.fe-viz-title {
  font-size: 14.5px;
  font-weight: 700;
  color: var(--fg);
  margin: 0;
}

.fe-viz-sub {
  font-size: 12.2px;
  color: var(--muted);
  margin-top: 2px;
}

.cat-legend {
  display: grid;
  grid-template-columns: repeat(3, minmax(0, 1fr));
  gap: 10px;
  margin: 2px 0 14px;
}
.cat-item {
  --cat: var(--accent);
  display: flex;
  align-items: flex-start;
  gap: 10px;
  padding: 10px 12px;
  border: 1px solid var(--border);
  border-left: 4px solid var(--cat);
  border-radius: 10px;
  background: var(--surface);
}
.cat-item.cat-ii { --cat: var(--blue); }
.cat-item.cat-iii { --cat: var(--indigo); }
.cat-badge {
  flex: 0 0 auto;
  min-width: 30px;
  height: 30px;
  padding: 0 6px;
  border-radius: 999px;
  display: inline-flex;
  align-items: center;
  justify-content: center;
  background: var(--cat);
  color: #fff;
  font-family: var(--font-serif);
  font-weight: 700;
  font-size: 13px;
}
.cat-body { min-width: 0; }
.cat-name { font-weight: 700; font-size: 14px; color: var(--fg); line-height: 1.25; }
.cat-def { font-size: 12.8px; color: var(--fg-2); line-height: 1.35; margin-top: 2px; }
.cat-meta { font-size: 12px; color: var(--muted); margin-top: 4px; }
.cat-meta code { font-size: 11.2px; padding: 0 4px; }
@media (max-width: 760px) {
  .cat-legend { grid-template-columns: minmax(0, 1fr); gap: 8px; }
}

.fe-schematics-grid {
  display: grid;
  grid-template-columns: repeat(2, minmax(0, 1fr));
  gap: 14px;
}

.fe-schem-card {
  display: flex;
  flex-direction: column;
  justify-content: space-between;
  gap: 8px;
  background: var(--subtle);
  border: 1px solid var(--border);
  border-radius: 12px;
  padding: 13px 15px;
  text-decoration: none;
  color: inherit;
  cursor: pointer;
  transition: border-color 0.15s, transform 0.15s, box-shadow 0.15s;
}
.fe-schem-card:hover {
  border-color: var(--accent);
  transform: translateY(-1.5px);
  box-shadow: var(--shadow-md);
  text-decoration: none;
}

.fe-schem-top {
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 8px;
}

.fe-schem-tag {
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.04em;
  color: var(--accent);
}
.fe-schem-tag.cat-ii { color: var(--blue); }
.fe-schem-tag.cat-iii { color: var(--indigo); }

.fe-schem-gain {
  font-family: var(--font-mono);
  font-size: 11px;
  font-weight: 700;
  color: var(--pos);
  background: var(--pos-soft);
  padding: 2px 8px;
  border-radius: 999px;
  white-space: nowrap;
}

.fe-schem-title {
  font-size: 14px;
  font-weight: 700;
  color: var(--fg);
  line-height: 1.3;
}

.fe-schem-svg {
  display: block;
  width: 100%;
  height: auto;
  border-radius: 8px;
  background: var(--surface);
  border: 1px solid var(--hairline);
}

.fe-schem-foot {
  display: flex;
  align-items: center;
  justify-content: space-between;
  gap: 8px;
}

.fe-schem-formula {
  font-family: var(--font-mono);
  font-size: 11.2px;
  color: var(--code-fg);
  background: var(--code-bg);
  border: 1px solid var(--code-border);
  border-radius: 6px;
  padding: 4px 8px;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  flex: 1 1 auto;
}

.fe-schem-cta {
  font-family: var(--font-sans);
  font-size: 11.5px;
  font-weight: 600;
  color: var(--accent);
  white-space: nowrap;
  flex: 0 0 auto;
}

.muted {
  color: var(--muted);
}

.is-hidden {
  display: none !important;
}

/* ===== Hero paper links ===== */
.hero-links {
  display: flex;
  flex-wrap: wrap;
  gap: 10px;
  margin-top: 18px;
}
.hero-link {
  display: inline-flex;
  align-items: center;
  gap: 8px;
  padding: 8px 14px;
  border-radius: 999px;
  border: 1px solid var(--border);
  background: var(--surface);
  color: var(--fg);
  font-size: 14px;
  font-weight: 600;
  text-decoration: none;
  transition: border-color 0.15s, background 0.15s, transform 0.15s;
}
.hero-link svg { width: 15px; height: 15px; flex: none; }
.hero-link:hover { border-color: var(--accent); background: var(--accent-soft); text-decoration: none; transform: translateY(-1px); }
.hero-link.is-primary { background: var(--accent); border-color: var(--accent); color: #fff; }
.hero-link.is-primary:hover { background: var(--accent-strong); border-color: var(--accent-strong); }
.hero-link-sub { font-family: var(--font-mono); font-size: 11.5px; font-weight: 500; opacity: 0.75; }
@media (max-width: 640px) {
  .hero-links { flex-direction: column; align-items: stretch; }
  .hero-link { justify-content: flex-start; }
  .hero-link-sub { margin-left: auto; }
  .nav-paper { display: none; }
}

/* ===== Citation ===== */
.bibtex-box {
  position: relative;
  margin: 14px 0 0;
}
.bibtex-pre {
  margin: 0;
  padding: 15px 18px;
  border-radius: 10px;
  background: var(--code-bg);
  color: var(--code-fg);
  border: 1px solid var(--code-border);
  font-family: var(--font-mono);
  font-size: 12.5px;
  line-height: 1.52;
  overflow-x: auto;
  -webkit-overflow-scrolling: touch;
}
.copy-bib-btn {
  position: absolute;
  top: 10px;
  right: 10px;
  padding: 4px 10px;
  border-radius: 6px;
  border: 1px solid var(--border);
  background: var(--surface);
  color: var(--fg-2);
  font-family: var(--font-sans);
  font-size: 12px;
  font-weight: 600;
  cursor: pointer;
}
.copy-bib-btn:hover {
  background: var(--subtle);
  color: var(--fg);
}

.site-footer {
  margin-top: 52px;
  padding-top: 20px;
  border-top: 1px solid var(--border);
  display: flex;
  justify-content: space-between;
  flex-wrap: wrap;
  gap: 12px;
  font-size: 13.5px;
  color: var(--muted);
}

/* ===== Mobile & Tablet Responsive Optimization ===== */
@media (max-width: 1180px) {
  .wide-bleed,
  .wide-card {
    margin-left: 0;
    margin-right: 0;
  }
  .mle-comp-grid,
  .fe-schematics-grid {
    grid-template-columns: repeat(2, minmax(0, 1fr));
  }
}

@media (max-width: 860px) {
  body {
    font-size: 15px;
  }
  .fig-top,
  .fe-viz-head {
    flex-wrap: wrap;
  }
  .fig-controls {
    justify-content: flex-start;
  }
  .site-nav {
    height: auto;
  }
  .site-nav-inner {
    padding: 8px 14px 0;
    display: grid;
    grid-template-columns: minmax(0, 1fr) auto;
    row-gap: 6px;
    height: auto;
  }
  .nav-brand {
    font-size: 13px;
    gap: 5px;
  }
  .nav-logo {
    width: 19px;
    height: 19px;
  }
  .nav-gr-logo {
    height: 12.5px;
  }
  .nav-cta {
    padding: 3.5px 8px;
    font-size: 11px;
    margin-left: 0;
  }
  section[id],
  h2[id] {
    scroll-margin-top: 88px;
  }
  .theme-btn {
    width: 30px;
    height: 30px;
  }
  .nav-actions {
    grid-column: 2;
    grid-row: 1;
  }
  .nav-links {
    grid-column: 1 / -1;
    grid-row: 2;
    margin: 0 -14px;
    padding: 4px 10px 5px;
    border-top: 1px solid var(--hairline);
    overflow-x: auto;
    scrollbar-width: none;
    justify-content: space-between;
    gap: 0;
  }
  .nav-links::-webkit-scrollbar {
    display: none;
  }
  .nav-link {
    font-size: 11.5px;
    padding: 4px 5px;
  }
  .container {
    padding: 24px 14px 64px;
  }
  h1.paper-title {
    font-size: 1.72rem;
    line-height: 1.2;
  }
  .paper-subtitle {
    font-size: 1rem;
  }
  h2 {
    font-size: 1.3rem;
    margin: 32px 0 10px;
  }
  .fig-card,
  .data-card {
    padding: 14px 14px;
    border-radius: 12px;
  }
  .meta-grid,
  .worlds-grid,
  .arch-loop-grid,
  .dyn-grid,
  .two-col,
  .mle-comp-grid,
  .fe-schematics-grid {
    grid-template-columns: minmax(0, 1fr);
  }
  .dataflow-strip {
    grid-template-columns: repeat(2, minmax(0, 1fr));
  }
  .dataflow-strip .df-step:last-child {
    grid-column: 1 / -1;
  }
  /* Side-by-side Before -> After stacks cleanly on mobile with downward arrow */
  .stage-ba-grid {
    grid-template-columns: minmax(0, 1fr);
  }
  .stage-ba-arrow {
    flex-direction: row;
    gap: 8px;
    padding: 6px 12px;
    border-left: none;
    border-right: none;
    border-top: 1px solid var(--code-border);
    border-bottom: 1px solid var(--code-border);
  }
  .stage-ba-arrow-icon {
    transform: rotate(90deg);
    width: 24px;
    height: 24px;
    font-size: 13px;
  }
  .stage-ba-arrow-lbl {
    margin-top: 0;
  }
  .explorer-iframe {
    height: 640px;
  }
}

@media (max-width: 640px) {
  .container,
  .site-nav-inner {
    padding-left: 16px;
    padding-right: 16px;
  }
  .fig-card,
  .data-card {
    padding: 12px 12px;
  }
  .eq-box {
    font-size: 12px;
    padding: 10px 10px;
    gap: 6px;
    overflow-x: auto;
  }
  .stage-ba-code {
    white-space: pre-wrap;
    word-break: break-word;
    overflow-x: hidden;
    font-size: 10.5px;
    padding: 9px 10px;
  }
  table.bench-tbl {
    font-size: 11.5px;
  }
  .bench-tbl th,
  .bench-tbl td {
    padding: 6px 5px;
  }
  .bench-tbl th {
    font-size: 10.5px;
    white-space: normal;
  }
  .bench-tbl th.r,
  .bench-tbl td.r {
    white-space: normal;
  }
  .bench-tbl td a {
    white-space: normal;
    word-break: break-word;
  }
  .bench-tbl .badge,
  .stage-inspector-head .badge {
    white-space: normal;
    line-height: 1.35;
  }
  #taxonomy .bench-tbl th:nth-child(5),
  #taxonomy .bench-tbl td:nth-child(5) {
    display: none;
  }
  .cell-sub {
    font-size: 10px;
  }
  .mle-bar-row {
    grid-template-columns: 92px 1fr 48px;
    font-size: 11px;
  }
}

@media (max-width: 520px) {
  h1.paper-title {
    font-size: 1.48rem;
  }
  .dataflow-strip {
    grid-template-columns: minmax(0, 1fr);
  }
  .tbar-line {
    grid-template-columns: 78px 1fr 44px;
    font-size: 11px;
  }
  .fig-readout {
    flex-direction: column;
    align-items: flex-start;
  }
  .fig-readout-metrics {
    flex-direction: column;
    gap: 4px;
  }
  .explorer-iframe {
    height: 580px;
  }
}