/* src/presentation.css */
:root {
  --deck-radius-xl: 1.8rem;
  --deck-radius-lg: 1.25rem;
  --deck-radius-md: 1rem;
  --deck-shadow-lg: 0 32px 90px rgba(15, 23, 42, 0.14);
  --deck-shadow-sm: 0 14px 36px rgba(15, 23, 42, 0.08);
  --deck-font-head:
    "Montserrat",
    "Avenir Next",
    "Segoe UI",
    sans-serif;
  --deck-font-body:
    "IBM Plex Sans",
    "Inter",
    "Segoe UI",
    sans-serif;
  --deck-font-mono:
    "JetBrains Mono",
    "SFMono-Regular",
    "Consolas",
    monospace;
}
[data-md-color-scheme=default] {
  --deck-bg:
    linear-gradient(
      180deg,
      #fffdf7 0%,
      #f8fbff 52%,
      #ffffff 100%);
  --deck-surface: rgba(255, 255, 255, 0.9);
  --deck-surface-strong: rgba(255, 255, 255, 0.98);
  --deck-surface-muted: rgba(248, 250, 252, 0.92);
  --deck-border: rgba(15, 23, 42, 0.10);
  --deck-border-strong: rgba(15, 23, 42, 0.16);
  --deck-text: #0f172a;
  --deck-text-soft: #475569;
  --deck-text-faint: #64748b;
  --deck-chip: rgba(37, 99, 235, 0.08);
  --deck-paper: #ffffff;
  --deck-paper-border: #e2e8f0;
  --deck-paper-text: #0f172a;
  --deck-paper-soft: #475569;
  --deck-paper-faint: #64748b;
  --deck-amber-text: #92400e;
  --deck-error-text: #991b1b;
}
[data-md-color-scheme=slate] {
  --deck-bg:
    linear-gradient(
      180deg,
      #07111f 0%,
      #0b1b2c 42%,
      #08131f 100%);
  --deck-surface: rgba(15, 23, 42, 0.84);
  --deck-surface-strong: rgba(15, 23, 42, 0.96);
  --deck-surface-muted: rgba(30, 41, 59, 0.82);
  --deck-border: rgba(148, 163, 184, 0.18);
  --deck-border-strong: rgba(148, 163, 184, 0.28);
  --deck-text: #e2e8f0;
  --deck-text-soft: #cbd5e1;
  --deck-text-faint: #94a3b8;
  --deck-chip: rgba(37, 99, 235, 0.16);
  --deck-paper: #f8fafc;
  --deck-paper-border: #dbe4ee;
  --deck-paper-text: #0f172a;
  --deck-paper-soft: #334155;
  --deck-paper-faint: #475569;
  --deck-amber-text: #fbbf24;
  --deck-error-text: #fecaca;
}
.md-typeset .tgnn-presentation-page,
.md-typeset .tgnn-presentation-page * {
  box-sizing: border-box;
}
.md-typeset .tgnn-presentation-page {
  margin: 0 0 3rem;
  color: var(--deck-text);
  font-family: var(--deck-font-body);
}
.md-typeset .tgnn-presentation-page p,
.md-typeset .tgnn-presentation-page li,
.md-typeset .tgnn-presentation-page table {
  color: var(--deck-text-soft);
}
body.tgnn-presentation-route .md-main__inner.md-grid {
  max-width: min(100vw - 1rem, 1800px);
  margin-inline: auto;
}
body.tgnn-presentation-route .md-sidebar--primary,
body.tgnn-presentation-route .md-sidebar--secondary,
body.tgnn-presentation-route .md-content__button,
body.tgnn-presentation-route .md-content__inner > h1:first-child {
  display: none;
}
body.tgnn-presentation-route .md-content {
  width: 100%;
  max-width: none;
}
body.tgnn-presentation-route .md-content__inner {
  margin: 0;
  padding: 0.45rem 0 2rem;
}
.md-typeset .tgnn-presentation-page,
.md-typeset .presentation-stage,
.md-typeset .presentation-card,
.md-typeset .presentation-card__body,
.md-typeset .presentation-card__body > *,
.md-typeset .presentation-shell {
  min-width: 0;
}
.md-typeset .presentation-card svg {
  display: block;
  max-width: 100%;
  height: auto;
}
.md-typeset .presentation-hero {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(0, 1fr) auto;
  padding: 1.15rem 1.2rem;
  margin-bottom: 1rem;
  border-radius: var(--deck-radius-xl);
  border: 1px solid var(--deck-border);
  background:
    radial-gradient(
      circle at top right,
      rgba(37, 99, 235, 0.12),
      transparent 26%),
    radial-gradient(
      circle at bottom left,
      rgba(16, 185, 129, 0.12),
      transparent 22%),
    var(--deck-bg);
  box-shadow: var(--deck-shadow-lg);
}
.md-typeset .presentation-hero__eyebrow,
.md-typeset .presentation-card__kicker,
.md-typeset .pipeline-builder__eyebrow,
.md-typeset .probe-detail__eyebrow,
.md-typeset .architecture-optional__eyebrow {
  display: inline-flex;
  align-items: center;
  width: fit-content;
  padding: 0.35rem 0.7rem;
  border-radius: 999px;
  background: var(--deck-chip);
  color: #2563eb;
  font-size: 0.74rem;
  font-weight: 800;
  letter-spacing: 0.08em;
  text-transform: uppercase;
}
.md-typeset .presentation-hero__copy h1,
.md-typeset .presentation-stage__header h2,
.md-typeset .presentation-card h2 {
  margin: 0;
  font-family: var(--deck-font-head);
  line-height: 1.02;
  color: var(--deck-text);
}
.md-typeset .presentation-hero__copy h1 {
  margin-top: 0.5rem;
  font-size: clamp(1.9rem, 3.7vw, 3rem);
}
.md-typeset .presentation-hero__copy p {
  max-width: 46rem;
  margin: 0.65rem 0 0;
  font-size: 0.96rem;
}
.md-typeset .presentation-hero__stats {
  display: grid;
  gap: 0.6rem;
  align-content: start;
  min-width: 11rem;
}
.md-typeset .presentation-hero__stats > div,
.md-typeset .presentation-strip,
.md-typeset .presentation-stage__header,
.md-typeset .presentation-sidebar,
.md-typeset .presentation-card,
.md-typeset .probe-detail,
.md-typeset .probe-donut,
.md-typeset .curriculum-panel,
.md-typeset .gc-example-card,
.md-typeset .overfit-summary {
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  box-shadow: var(--deck-shadow-sm);
}
.md-typeset .presentation-hero__stats > div {
  padding: 0.8rem 0.9rem;
  border-radius: var(--deck-radius-lg);
}
.md-typeset .presentation-hero__stats strong {
  display: block;
  font-size: 1.08rem;
  color: var(--deck-text);
}
.md-typeset .presentation-hero__stats span {
  color: var(--deck-text-faint);
  font-size: 0.9rem;
}
.md-typeset .presentation-strip {
  padding: 0.7rem 0.8rem;
  margin-bottom: 0.9rem;
  border-radius: var(--deck-radius-xl);
}
.md-typeset .presentation-strip__title {
  margin-bottom: 0.55rem;
  font-family: var(--deck-font-head);
  font-size: 0.92rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .presentation-strip__nav {
  display: flex;
  gap: 0.45rem;
  overflow-x: auto;
  overflow-y: visible;
  padding: 0.14rem 0.04rem 0.2rem;
  scrollbar-width: thin;
}
.md-typeset .presentation-strip__item {
  display: inline-flex;
  align-items: center;
  gap: 0.45rem;
  min-width: max-content;
  padding: 0.54rem 0.72rem;
  border: 1px solid transparent;
  border-radius: 999px;
  background: transparent;
  color: inherit;
  text-align: left;
  cursor: pointer;
  transition:
    border-color 120ms ease,
    background 120ms ease,
    box-shadow 120ms ease;
}
.md-typeset .presentation-strip__item:hover {
  border-color: var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .presentation-strip__item.is-active {
  border-color: rgba(37, 99, 235, 0.38);
  background: rgba(37, 99, 235, 0.10);
  box-shadow: inset 0 0 0 1px rgba(37, 99, 235, 0.12), 0 3px 10px rgba(37, 99, 235, 0.08);
}
.md-typeset .presentation-strip__count {
  font-family: var(--deck-font-mono);
  font-size: 0.78rem;
  font-weight: 700;
  color: #2563eb;
}
.md-typeset .presentation-strip__text {
  color: var(--deck-text);
  font-size: 0.86rem;
}
.md-typeset .presentation-stage {
  display: grid;
  gap: 1rem;
}
.md-typeset .presentation-stage__header {
  display: flex;
  justify-content: space-between;
  gap: 1rem;
  padding: 1rem 1.1rem;
  border-radius: var(--deck-radius-xl);
  background-image:
    linear-gradient(
      180deg,
      rgba(37, 99, 235, 0.035),
      rgba(255, 255, 255, 0));
}
.md-typeset .presentation-stage__meta {
  margin-bottom: 0.35rem;
  color: #2563eb;
  font-size: 0.84rem;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.08em;
}
.md-typeset .presentation-stage__header h2 {
  font-size: clamp(1.3rem, 2.3vw, 1.95rem);
}
.md-typeset .presentation-stage__header p {
  margin: 0.42rem 0 0;
  max-width: 40rem;
  font-size: 0.92rem;
  line-height: 1.5;
}
.md-typeset .presentation-stage__actions {
  display: flex;
  gap: 0.65rem;
  align-items: start;
}
.md-typeset .nav-button,
.md-typeset .toggle-group__button,
.md-typeset .pipeline-source,
.md-typeset .feature-callout {
  font: inherit;
}
.md-typeset .nav-button {
  padding: 0.75rem 1rem;
  border-radius: 999px;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  color: var(--deck-text);
  cursor: pointer;
}
.md-typeset .nav-button--primary {
  border-color: transparent;
  background: #2563eb;
  color: white;
}
.md-typeset .nav-button:disabled {
  cursor: not-allowed;
  opacity: 0.45;
}
.md-typeset .presentation-stage__tags {
  display: flex;
  flex-wrap: wrap;
  gap: 0.55rem;
}
.md-typeset .presentation-tag {
  display: inline-flex;
  align-items: center;
  padding: 0.35rem 0.65rem;
  border-radius: 999px;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  color: var(--deck-text-faint);
  font-size: 0.76rem;
  font-weight: 700;
}
.md-typeset .presentation-card {
  padding: 1.05rem;
  border-radius: var(--deck-radius-xl);
  background-image:
    linear-gradient(
      180deg,
      rgba(255, 255, 255, 0.018),
      rgba(255, 255, 255, 0));
}
.md-typeset .presentation-card__header {
  display: flex;
  justify-content: space-between;
  gap: 1rem;
  align-items: start;
  margin-bottom: 0.85rem;
}
.md-typeset .presentation-card__header h2 {
  margin-top: 0.5rem;
  font-size: clamp(1.22rem, 2.2vw, 1.7rem);
}
.md-typeset .presentation-card__subtitle {
  margin: 0.5rem 0 0;
  max-width: 46rem;
  font-size: 0.9rem;
  line-height: 1.5;
}
.md-typeset .presentation-card__controls {
  flex-shrink: 0;
}
.md-typeset .presentation-card__body {
  display: grid;
  gap: 0.95rem;
}
.md-typeset .presentation-card__footer {
  margin-top: 0.85rem;
}
.md-typeset .slide-notes {
  border: 1px solid var(--deck-border);
  border-radius: var(--deck-radius-xl);
  background: var(--deck-surface);
  box-shadow: var(--deck-shadow-sm);
  overflow: hidden;
}
.md-typeset .slide-notes__toggle {
  display: grid;
  grid-template-columns: auto 1fr auto;
  align-items: center;
  gap: 0.8rem;
  width: 100%;
  padding: 0.9rem 1rem;
  border: 0;
  background: transparent;
  color: inherit;
  text-align: left;
  cursor: pointer;
}
.md-typeset .slide-notes__title {
  font-family: var(--deck-font-head);
  font-size: 0.94rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .slide-notes__summary {
  color: var(--deck-text-soft);
  font-size: 0.86rem;
}
.md-typeset .slide-notes__chevron {
  color: #2563eb;
  font-size: 0.8rem;
  font-weight: 700;
}
.md-typeset .slide-notes__content {
  display: grid;
  gap: 0.7rem;
  padding: 0.95rem 1rem 1rem;
  border-top: 1px solid rgba(148, 163, 184, 0.16);
  color: var(--deck-text-soft);
  line-height: 1.58;
}
.md-typeset .slide-notes__content p {
  margin: 0;
  max-width: 78rem;
}
.md-typeset .slide-notes__lead {
  color: var(--deck-text);
}
.md-typeset .slide-notes__content .tex-block {
  margin: 0.15rem 0;
  font-size: 0.96rem;
}
.md-typeset .toggle-group {
  display: inline-flex;
  flex-wrap: wrap;
  gap: 0.4rem;
  padding: 0.35rem;
  border-radius: 999px;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  box-shadow: inset 0 0 0 1px rgba(255, 255, 255, 0.02);
}
.md-typeset .toggle-group__button {
  padding: 0.55rem 0.9rem;
  border: 0;
  border-radius: 999px;
  background: transparent;
  color: var(--deck-text-soft);
  cursor: pointer;
  font-weight: 700;
  transition:
    background 120ms ease,
    color 120ms ease,
    transform 120ms ease;
}
.md-typeset .toggle-group__button.is-active {
  background: #2563eb;
  color: white;
  box-shadow: 0 10px 24px rgba(37, 99, 235, 0.22);
}
.md-typeset .figure-legend {
  display: flex;
  flex-wrap: wrap;
  gap: 0.65rem;
}
.md-typeset .figure-legend__item {
  display: inline-flex;
  align-items: center;
  gap: 0.45rem;
  color: var(--deck-text-soft);
  font-size: 0.85rem;
}
.md-typeset .figure-legend__swatch {
  width: 0.8rem;
  height: 0.8rem;
  border-radius: 0.3rem;
}
.md-typeset .stat-strip {
  display: grid;
  gap: 0.65rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .stat-strip__item {
  padding: 0.72rem 0.8rem;
  border-radius: var(--deck-radius-lg);
  background:
    linear-gradient(
      180deg,
      rgba(255, 255, 255, 0.03),
      rgba(255, 255, 255, 0)),
    var(--deck-surface-muted);
  border: 1px solid var(--deck-border);
}
.md-typeset .stat-strip__value {
  color: var(--deck-text);
  font-size: 1.02rem;
  font-weight: 800;
}
.md-typeset .stat-strip__label,
.md-typeset .figure-subnote,
.md-typeset .figure-footer-note {
  color: var(--deck-text-faint);
  font-size: 0.88rem;
  line-height: 1.52;
}
.md-typeset .stat-strip__label {
  margin-top: 0.18rem;
}
.md-typeset .presentation-card__body p,
.md-typeset .presentation-card__body li,
.md-typeset .pipeline-source__body span,
.md-typeset .pipeline-source__body small,
.md-typeset .pipeline-builder__note,
.md-typeset .pretrain-meta-card span,
.md-typeset .pretrain-flow-card__note,
.md-typeset .equation-contrib__card small,
.md-typeset .equation-example span,
.md-typeset .equation-example small {
  line-height: 1.5;
}
.md-typeset .slider-control {
  display: grid;
  gap: 0.35rem;
  min-width: 11rem;
}
.md-typeset .slider-control span {
  color: var(--deck-text-soft);
  font-size: 0.86rem;
}
.md-typeset .slider-control input[type=range] {
  width: 100%;
}
.md-typeset .pipeline-layout {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(12.5rem, 14.5rem) minmax(0, 1fr) minmax(13rem, 15rem);
  align-items: stretch;
}
.md-typeset .pipeline-layout > .pipeline-flow-arrow {
  display: none;
}
.md-typeset .pipeline-sources {
  display: grid;
  gap: 0.8rem;
}
.md-typeset .pipeline-source {
  display: grid;
  gap: 0.75rem;
  grid-template-columns: 2.6rem 1fr;
  width: 100%;
  padding: 0.78rem 0.85rem;
  border: 1px solid var(--deck-border);
  border-radius: var(--deck-radius-lg);
  background: var(--deck-surface-muted);
  cursor: pointer;
  text-align: left;
}
.md-typeset .pipeline-source.is-active {
  border-color: color-mix(in srgb, var(--figure-accent) 55%, white);
  box-shadow: 0 0 0 3px color-mix(in srgb, var(--figure-accent) 14%, transparent);
}
.md-typeset .pipeline-source__icon {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  width: 2.8rem;
  height: 2.8rem;
  border-radius: 1rem;
  background: color-mix(in srgb, var(--figure-accent) 8%, white);
  box-shadow: inset 0 0 0 1px color-mix(in srgb, var(--figure-accent) 16%, transparent);
}
.md-typeset .pipeline-source__icon svg {
  width: 1.82rem;
  height: 1.82rem;
}
.md-typeset .pipeline-source__body {
  display: grid;
  gap: 0.22rem;
}
.md-typeset .pipeline-source__body strong {
  color: var(--deck-text);
}
.md-typeset .pipeline-source__body small {
  color: var(--deck-text-faint);
}
.md-typeset .pipeline-flow-arrow,
.md-typeset .architecture-arrow {
  display: flex;
  align-items: center;
  justify-content: center;
  color: #94a3b8;
  font-size: 1.4rem;
  font-weight: 800;
}
.md-typeset .pipeline-builder,
.md-typeset .pipeline-split {
  padding: 0.9rem;
  border-radius: var(--deck-radius-xl);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .pipeline-builder__header,
.md-typeset .pipeline-split__header {
  display: flex;
  justify-content: space-between;
  gap: 1rem;
  align-items: start;
  margin-bottom: 0.9rem;
}
.md-typeset .pipeline-builder__header h3,
.md-typeset .pipeline-split__header h3 {
  margin: 0.45rem 0 0.15rem;
  color: var(--deck-text);
}
.md-typeset .pipeline-builder__note {
  padding: 0.45rem 0.65rem;
  border-radius: 0.8rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-faint);
  font-size: 0.8rem;
}
.md-typeset .pipeline-table {
  display: grid;
  gap: 0.35rem;
  overflow-x: auto;
}
.md-typeset .pipeline-table__row {
  display: grid;
  gap: 0.35rem;
  grid-template-columns: repeat(8, minmax(5.5rem, 1fr));
}
.md-typeset .pipeline-cell {
  padding: 0.55rem 0.45rem;
  border-radius: 0.75rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text);
  font-size: 0.74rem;
  line-height: 1.3;
  white-space: nowrap;
}
.md-typeset .pipeline-table__row--header .pipeline-cell {
  font-family: var(--deck-font-mono);
  font-size: 0.7rem;
  font-weight: 700;
  color: var(--deck-text-faint);
}
.md-typeset .pipeline-cell.is-highlighted {
  border-color: color-mix(in srgb, var(--cell-accent) 46%, white);
  background: color-mix(in srgb, var(--cell-accent) 10%, white);
}
.md-typeset .pipeline-cell.is-missing {
  color: var(--deck-text-faint);
  background: rgba(148, 163, 184, 0.12);
}
.md-typeset .split-bar {
  display: flex;
  border-radius: 999px;
  overflow: hidden;
  height: 2.2rem;
  margin: 0.85rem 0;
}
.md-typeset .split-bar__segment {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  flex-direction: column;
  gap: 0.08rem;
  color: white;
  font-weight: 700;
  font-size: 0.78rem;
}
.md-typeset .split-bar__segment strong {
  font-size: 0.92rem;
  line-height: 1;
}
.md-typeset .split-bar__segment--train {
  flex: 8;
  background: #2563eb;
}
.md-typeset .split-bar__segment--val {
  flex: 1;
  background: #fbbf24;
  color: #0f172a;
}
.md-typeset .split-bar__segment--test {
  flex: 1;
  background: #ef4444;
}
.md-typeset .pipeline-leakage {
  display: grid;
  gap: 0.6rem;
  grid-template-columns: 5.6rem 1fr;
  align-items: center;
}
.md-typeset .pipeline-leakage svg {
  width: 100%;
}
.md-typeset .featurization-layout {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(11rem, 13rem) minmax(12rem, 15rem) minmax(0, 1fr);
  align-items: center;
}
.md-typeset .featurization-layout > .featurization-arrow {
  display: none;
}
.md-typeset .featurization-column {
  align-self: stretch;
}
.md-typeset .featurization-column--graph {
  min-width: 0;
}
.md-typeset .featurization-label,
.md-typeset .solver-panel__title,
.md-typeset .loss-chart__title,
.md-typeset .compare-lane__title {
  margin-bottom: 0.65rem;
  font-family: var(--deck-font-head);
  font-size: 0.96rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .smiles-card {
  padding: 1rem 1.15rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  font-family: var(--deck-font-mono);
  font-size: 1rem;
  color: #2563eb;
}
.md-typeset .featurization-arrow {
  display: grid;
  gap: 0.2rem;
  justify-items: center;
  color: var(--deck-text-faint);
  font-size: 0.85rem;
}
.md-typeset .featurization-arrow strong {
  color: #2563eb;
  font-size: 1.4rem;
}
.md-typeset .structure-svg,
.md-typeset .graph-svg {
  width: 100%;
  height: auto;
  display: block;
  padding: 0.55rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
}
.md-typeset .graph-shell {
  display: grid;
  gap: 0.9rem;
  grid-template-columns: minmax(0, 1fr) 12.5rem;
}
.md-typeset .graph-callouts {
  display: grid;
  gap: 0.75rem;
}
.md-typeset .feature-callout {
  display: grid;
  gap: 0.18rem;
  padding: 0.78rem 0.85rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  color: var(--deck-text-soft);
  text-align: left;
  cursor: pointer;
}
.md-typeset .feature-callout strong {
  color: var(--deck-text);
}
.md-typeset .feature-callout.is-active {
  border-color: rgba(37, 99, 235, 0.35);
  background: rgba(37, 99, 235, 0.08);
}
.md-typeset .architecture-shell {
  display: grid;
  gap: 0.8rem;
}
.md-typeset .architecture-lane {
  padding: 0.9rem;
  border-radius: 1.3rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .architecture-lane.is-active {
  border-color: var(--deck-border-strong);
  box-shadow: inset 0 0 0 1px rgba(255, 255, 255, 0.04), var(--deck-shadow-sm);
}
.md-typeset .architecture-lane--blue {
  background:
    linear-gradient(
      180deg,
      rgba(37, 99, 235, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-lane--purple {
  background:
    linear-gradient(
      180deg,
      rgba(139, 92, 246, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-lane--green {
  background:
    linear-gradient(
      180deg,
      rgba(16, 185, 129, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-lane--orange {
  background:
    linear-gradient(
      180deg,
      rgba(245, 158, 11, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-lane--red {
  background:
    linear-gradient(
      180deg,
      rgba(239, 68, 68, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-lane__header {
  display: flex;
  justify-content: space-between;
  gap: 1rem;
  width: 100%;
  padding: 0;
  border: 0;
  background: transparent;
  cursor: pointer;
  text-align: left;
}
.md-typeset .architecture-lane__label {
  font-family: var(--deck-font-head);
  font-size: 1.03rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .architecture-lane__hint {
  color: var(--deck-text-faint);
  font-size: 0.82rem;
  text-transform: uppercase;
  letter-spacing: 0.08em;
}
.md-typeset .architecture-lane__body {
  display: grid;
  gap: 0.8rem;
  margin-top: 0.9rem;
}
.md-typeset .architecture-dual {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: 1fr minmax(15rem, 24rem) 1fr;
  align-items: center;
}
.md-typeset .architecture-dual--tight {
  grid-template-columns: 1fr 1fr;
}
.md-typeset .architecture-track,
.md-typeset .architecture-column {
  display: grid;
  gap: 0.45rem;
  justify-items: center;
}
.md-typeset .architecture-chip,
.md-typeset .architecture-note,
.md-typeset .architecture-status,
.md-typeset .architecture-block {
  padding: 0.65rem 0.75rem;
  border-radius: var(--deck-radius-md);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-soft);
}
.md-typeset .architecture-chip {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  min-height: 3rem;
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .architecture-chip--ghost {
  background: rgba(148, 163, 184, 0.12);
}
.md-typeset .architecture-chip--final {
  background: rgba(16, 185, 129, 0.12);
  border-color: rgba(16, 185, 129, 0.3);
}
.md-typeset .architecture-block {
  display: grid;
  gap: 0.15rem;
}
.md-typeset .architecture-block strong,
.md-typeset .architecture-status strong {
  color: var(--deck-text);
}
.md-typeset .architecture-block--wide {
  min-width: 0;
}
.md-typeset .architecture-block--shared {
  position: relative;
}
.md-typeset .architecture-block--shared::after {
  content: "";
  position: absolute;
  inset: 0.8rem 50%;
  border-left: 2px dashed rgba(148, 163, 184, 0.6);
}
.md-typeset .architecture-shared-grid {
  display: grid;
  gap: 0.6rem;
  grid-template-columns: 1fr 1fr;
  margin-top: 0.45rem;
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .architecture-badge {
  justify-self: start;
  padding: 0.3rem 0.6rem;
  border-radius: 999px;
  background: rgba(37, 99, 235, 0.1);
  color: #2563eb;
  font-size: 0.75rem;
  font-weight: 700;
}
.md-typeset .architecture-badge--solver {
  background: rgba(245, 158, 11, 0.18);
  color: var(--deck-amber-text);
}
.md-typeset .architecture-status {
  justify-self: start;
  max-width: 22rem;
}
.md-typeset .architecture-status--warm {
  border-color: rgba(245, 158, 11, 0.3);
  background: rgba(245, 158, 11, 0.1);
}
.md-typeset .architecture-heads {
  grid-template-columns: 1fr 1fr auto;
  align-items: start;
}
.md-typeset .architecture-interaction {
  justify-items: center;
}
.md-typeset .architecture-optional {
  padding: 0.9rem;
  border-radius: var(--deck-radius-lg);
  border: 1px dashed var(--deck-border-strong);
}
.md-typeset .architecture-optional__flow {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
  margin-top: 0.7rem;
}
.md-typeset .architecture-physics {
  display: flex;
  flex-wrap: wrap;
  gap: 0.55rem;
  align-items: center;
}
.md-typeset .architecture-plus {
  color: var(--deck-text-faint);
  font-size: 1.4rem;
  font-weight: 700;
}
.md-typeset .architecture-solver {
  justify-items: center;
}
.md-typeset .architecture-block--solver {
  width: 100%;
  border: 2px double rgba(245, 158, 11, 0.5);
  background:
    repeating-linear-gradient(
      135deg,
      rgba(245, 158, 11, 0.06),
      rgba(245, 158, 11, 0.06) 10px,
      transparent 10px,
      transparent 20px),
    var(--deck-surface);
}
.md-typeset .architecture-block code,
.md-typeset .compare-backward-box code {
  padding: 0.05rem 0;
  background: transparent;
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 0.82rem;
}
.md-typeset .solver-loop {
  display: grid;
  gap: 0.2rem;
  padding: 0.7rem 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: color-mix(in srgb, var(--deck-paper) 62%, transparent);
  color: var(--deck-paper-text);
  font-family: var(--deck-font-mono);
}
.md-typeset .solver-grid,
.md-typeset .compare-grid,
.md-typeset .loss-grid,
.md-typeset .temperature-grid,
.md-typeset .gc-grid {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .solver-panel,
.md-typeset .loss-chart {
  padding: 0.8rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .compare-lane {
  padding: 0.85rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
}
.md-typeset .compare-lane--warn {
  background: rgba(239, 68, 68, 0.08);
}
.md-typeset .compare-lane--success {
  background: rgba(16, 185, 129, 0.08);
}
.md-typeset .compare-chain,
.md-typeset .compare-implicit {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
}
.md-typeset .compare-node {
  padding: 0.7rem 0.85rem;
  border-radius: 0.9rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .compare-node--wide {
  min-width: 11rem;
}
.md-typeset .compare-arrow {
  font-size: 1.15rem;
  font-weight: 700;
}
.md-typeset .compare-arrow--warn {
  color: #ef4444;
}
.md-typeset .compare-arrow--success {
  color: #10b981;
}
.md-typeset .compare-gradients {
  display: flex;
  justify-content: space-around;
  gap: 0.6rem;
  margin-top: 0.6rem;
  color: #ef4444;
  font-size: 0.84rem;
  font-weight: 700;
}
.md-typeset .compare-backward-box {
  margin-top: 0.9rem;
  padding: 0.9rem 1rem;
  border-radius: 1rem;
  background: var(--deck-surface);
  border: 1px solid var(--deck-border);
}
.md-typeset .compare-metrics {
  margin: 0.9rem 0 0;
  padding-left: 1.1rem;
}
.md-typeset .comparison-table,
.md-typeset .comparison-matrix {
  width: 100%;
  border-collapse: collapse;
  overflow: hidden;
}
.md-typeset .comparison-table th,
.md-typeset .comparison-table td,
.md-typeset .comparison-matrix th,
.md-typeset .comparison-matrix td {
  padding: 0.75rem 0.85rem;
  border-bottom: 1px solid var(--deck-border);
  background: transparent;
}
.md-typeset .comparison-table th,
.md-typeset .comparison-matrix th {
  text-align: left;
  color: var(--deck-text);
  font-family: var(--deck-font-head);
}
.md-typeset .probe-grid {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(0, 1fr) minmax(16rem, 18rem);
  align-items: start;
}
.md-typeset .probe-sidepanel {
  display: grid;
  gap: 1rem;
}
.md-typeset .probe-detail,
.md-typeset .probe-donut,
.md-typeset .curriculum-panel,
.md-typeset .gc-example-card,
.md-typeset .overfit-summary {
  padding: 1rem;
  border-radius: var(--deck-radius-lg);
}
.md-typeset .probe-detail h3 {
  margin: 0.55rem 0 0.35rem;
  color: var(--deck-text);
}
.md-typeset .probe-donut {
  display: grid;
  justify-items: center;
}
.md-typeset .probe-donut__legend {
  display: grid;
  gap: 0.35rem;
  margin-top: 0.4rem;
  width: 100%;
  color: var(--deck-text-soft);
  font-size: 0.88rem;
}
.md-typeset .probe-bar {
  cursor: pointer;
}
.md-typeset .waterfall-grid {
  display: grid;
  gap: 1rem;
}
.md-typeset .curriculum-grid {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(0, 1fr) minmax(16rem, 19rem);
  align-items: start;
}
.md-typeset .curriculum-phases {
  display: grid;
  grid-template-columns: 1fr 4fr 1fr;
  gap: 0.4rem;
  margin-bottom: 0.8rem;
}
.md-typeset .curriculum-phase {
  padding: 0.7rem 0.8rem;
  border-radius: 0.95rem;
  text-align: center;
  font-weight: 700;
}
.md-typeset .curriculum-phase--one {
  background: rgba(16, 185, 129, 0.14);
}
.md-typeset .curriculum-phase--two {
  background: rgba(37, 99, 235, 0.14);
}
.md-typeset .curriculum-phase--three {
  background: rgba(245, 158, 11, 0.14);
}
.md-typeset .curriculum-row {
  display: grid;
  gap: 0.75rem;
  grid-template-columns: 11rem minmax(0, 1fr);
  align-items: center;
}
.md-typeset .curriculum-row + .curriculum-row {
  margin-top: 0.65rem;
}
.md-typeset .curriculum-row__label {
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .curriculum-track {
  position: relative;
  height: 2rem;
  border-radius: 999px;
  background: rgba(148, 163, 184, 0.14);
  overflow: hidden;
}
.md-typeset .curriculum-segment {
  position: absolute;
  top: 0.18rem;
  bottom: 0.18rem;
  display: inline-flex;
  align-items: center;
  justify-content: center;
  padding: 0 0.4rem;
  font-size: 0.72rem;
  font-weight: 700;
  white-space: nowrap;
}
.md-typeset .curriculum-segment--train {
  background: rgba(16, 185, 129, 0.78);
  color: white;
}
.md-typeset .curriculum-segment--low {
  background: rgba(245, 158, 11, 0.74);
  color: #0f172a;
}
.md-typeset .curriculum-segment--off {
  background:
    repeating-linear-gradient(
      135deg,
      rgba(239, 68, 68, 0.82),
      rgba(239, 68, 68, 0.82) 10px,
      rgba(239, 68, 68, 0.58) 10px,
      rgba(239, 68, 68, 0.58) 18px);
  color: white;
}
.md-typeset .curriculum-marker {
  position: absolute;
  top: 0;
  bottom: 0;
  width: 2px;
  background: #0f172a;
}
.md-typeset .curriculum-milestones {
  position: relative;
  height: 3rem;
  margin-top: 0.9rem;
}
.md-typeset .curriculum-milestone {
  position: absolute;
  top: 0;
  width: 0;
}
.md-typeset .curriculum-milestone::before {
  content: "";
  position: absolute;
  left: -1px;
  width: 2px;
  height: 2.4rem;
  background: rgba(37, 99, 235, 0.4);
}
.md-typeset .curriculum-milestone span {
  position: absolute;
  top: 0;
  left: 0.4rem;
  min-width: 10rem;
  color: var(--deck-text-faint);
  font-size: 0.74rem;
}
.md-typeset .curriculum-status-list {
  margin: 0;
  padding-left: 1rem;
}
.md-typeset .gc-grid {
  align-items: start;
}
.md-typeset .gc-example-card {
  display: flex;
  flex-wrap: wrap;
  gap: 1rem;
  align-items: center;
}
.md-typeset .gc-rebuilt {
  display: grid;
  gap: 0.9rem;
}
.md-typeset .gc-topbar {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: 12rem minmax(0, 1fr);
  align-items: start;
}
.md-typeset .gc-badge-large {
  display: grid;
  place-items: center;
  min-height: 5.2rem;
  padding: 0.9rem 1rem;
  border-radius: 1.1rem;
  border: 1px solid rgba(37, 99, 235, 0.16);
  background:
    linear-gradient(
      135deg,
      rgba(37, 99, 235, 0.12),
      rgba(16, 185, 129, 0.08));
  color: var(--deck-text);
  font-family: var(--deck-font-head);
  font-size: 1.02rem;
  font-weight: 800;
  text-align: center;
}
.md-typeset .gc-formula-card {
  padding: 0.95rem 1rem;
  border-radius: 1.1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .gc-range-grid {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .gc-range-card {
  padding: 0.9rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .gc-axis-card {
  padding: 0.95rem 0.9rem 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
}
.md-typeset .gc-axis {
  position: relative;
  height: 4.6rem;
  margin-bottom: 0.8rem;
}
.md-typeset .gc-axis__track {
  position: absolute;
  left: 0;
  right: 0;
  top: 1.8rem;
  height: 0.38rem;
  border-radius: 999px;
  background: rgba(148, 163, 184, 0.28);
}
.md-typeset .gc-axis__band {
  position: absolute;
  top: 1.35rem;
  height: 1.25rem;
  border-radius: 999px;
}
.md-typeset .gc-axis__band--search {
  background: rgba(107, 114, 128, 0.22);
}
.md-typeset .gc-axis__band--prior {
  background: rgba(37, 99, 235, 0.18);
}
.md-typeset .gc-axis__band--truth {
  background: rgba(16, 185, 129, 0.22);
  border: 1px solid rgba(16, 185, 129, 0.34);
}
.md-typeset .gc-axis__pin {
  position: absolute;
  top: 0.6rem;
  width: 0.9rem;
  height: 0.9rem;
  margin-left: -0.45rem;
  border-radius: 999px;
  border: 2px solid var(--deck-paper);
  box-shadow: 0 0 0 1px rgba(15, 23, 42, 0.08);
}
.md-typeset .gc-axis__pin::after {
  content: "";
  position: absolute;
  top: 0.8rem;
  left: calc(50% - 1px);
  width: 2px;
  height: 1.05rem;
  background: currentColor;
  opacity: 0.55;
}
.md-typeset .gc-axis__pin--random {
  background: #ef4444;
  color: #ef4444;
}
.md-typeset .gc-axis__pin--prior {
  background: #2563eb;
  color: #2563eb;
}
.md-typeset .gc-axis__pin--target {
  background: #10b981;
  color: #10b981;
}
.md-typeset .gc-axis__tick {
  position: absolute;
  top: 3.2rem;
  transform: translateX(-50%);
  color: var(--deck-text-faint);
  font-size: 0.76rem;
}
.md-typeset .gc-axis__tick::before {
  content: "";
  position: absolute;
  top: -1rem;
  left: calc(50% - 1px);
  width: 2px;
  height: 0.5rem;
  background: rgba(148, 163, 184, 0.42);
}
.md-typeset .gc-axis__legend,
.md-typeset .gc-note-list {
  display: grid;
  gap: 0.35rem;
  color: var(--deck-text-soft);
  font-size: 0.82rem;
}
.md-typeset .gc-swatch {
  display: inline-block;
  width: 0.85rem;
  height: 0.85rem;
  margin-right: 0.35rem;
  vertical-align: -0.12rem;
  border-radius: 0.3rem;
}
.md-typeset .gc-swatch--search {
  background: rgba(107, 114, 128, 0.22);
}
.md-typeset .gc-swatch--prior {
  background: rgba(37, 99, 235, 0.18);
}
.md-typeset .gc-swatch--truth {
  background: rgba(16, 185, 129, 0.22);
}
.md-typeset .gc-swatch--random {
  background: #ef4444;
}
.md-typeset .gc-swatch--target {
  background: #10b981;
}
.md-typeset .gc-example-flow {
  display: grid;
  gap: 0.65rem;
  grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr) auto minmax(0, 1fr);
  align-items: center;
}
.md-typeset .gc-example-step {
  display: grid;
  gap: 0.15rem;
  padding: 0.85rem 0.9rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  text-align: center;
}
.md-typeset .gc-example-step strong {
  color: var(--deck-text);
}
.md-typeset .gc-example-arrow {
  color: var(--deck-text-faint);
  font-size: 1.2rem;
  font-weight: 800;
}
.md-typeset .gc-example-card--rebuilt {
  padding: 0.9rem 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .overfit-grid {
  display: grid;
  gap: 0.9rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .overfit-summary {
  display: grid;
  gap: 0.35rem;
  grid-template-columns: repeat(4, minmax(0, 1fr));
}
.md-typeset .comparison-radar {
  display: grid;
  gap: 0.9rem;
  justify-items: center;
}
.md-typeset .comparison-radar-layout {
  display: grid;
  gap: 1rem;
  grid-template-columns: minmax(0, 25rem) minmax(15rem, 18rem);
  justify-content: center;
  align-items: center;
}
.md-typeset .comparison-radar-card {
  padding: 0.95rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .comparison-radar-card svg {
  display: block;
  width: 100%;
  max-width: 20rem;
  height: auto;
  margin: 0 auto;
}
.md-typeset .comparison-radar-side {
  display: grid;
  gap: 0.85rem;
}
.md-typeset .comparison-radar-note {
  padding: 0.95rem 1rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  color: var(--deck-text-soft);
}
.md-typeset .comparison-radar-note strong {
  display: block;
  margin-bottom: 0.3rem;
  color: var(--deck-text);
}
.md-typeset .comparison-matrix td {
  font-family: var(--deck-font-mono);
}
.md-typeset .equation-grid {
  overflow-x: auto;
}
.md-typeset .tex-inline,
.md-typeset .tex-block {
  color: var(--deck-text);
}
.md-typeset .tex-block {
  margin: 0.55rem 0 0.65rem;
  padding: 0.58rem 0.78rem;
  border-radius: 0.9rem;
  border: 1px solid rgba(148, 163, 184, 0.16);
  background: rgba(148, 163, 184, 0.10);
  overflow-x: auto;
  font-size: 0.92rem;
  line-height: 1.45;
}
.md-typeset :where(p, .figure-subnote, small, strong) + .tex-block {
  margin-top: 0.65rem;
}
.md-typeset .tex-block + :where(p, .figure-subnote, small) {
  margin-top: 0.18rem;
}
.md-typeset .molecule-svg {
  width: 100%;
  height: auto;
  display: block;
  padding: 0.35rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
}
.md-typeset .example-pair-strip {
  display: grid;
  gap: 0.75rem;
  grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr);
  align-items: stretch;
}
.md-typeset .example-pair-strip__divider {
  display: grid;
  place-items: center;
  min-width: 5.2rem;
  padding: 0.4rem 0.55rem;
  border-radius: 999px;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-faint);
  font-size: 0.72rem;
  font-weight: 800;
  letter-spacing: 0.08em;
  text-align: center;
  text-transform: uppercase;
}
.md-typeset .molecule-mini-card {
  display: grid;
  gap: 0.7rem;
  grid-template-columns: minmax(7rem, 8.5rem) minmax(0, 1fr);
  padding: 0.82rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  align-items: stretch;
}
.md-typeset .molecule-mini-card--compact {
  grid-template-columns: 6.9rem minmax(0, 1fr);
  padding: 0.75rem;
}
.md-typeset .molecule-mini-card__meta {
  display: grid;
  gap: 0.16rem;
  align-content: start;
}
.md-typeset .molecule-mini-card__meta span {
  color: #2563eb;
  font-size: 0.72rem;
  font-weight: 800;
  letter-spacing: 0.08em;
  text-transform: uppercase;
}
.md-typeset .molecule-mini-card__meta strong {
  color: var(--deck-text);
  font-size: 0.96rem;
}
.md-typeset .molecule-mini-card__meta small {
  color: var(--deck-text-faint);
  font-family: var(--deck-font-mono);
  font-size: 0.7rem;
  line-height: 1.45;
  word-break: break-all;
}
.md-typeset .molecule-mini-card__art {
  display: grid;
  place-items: center;
  min-height: 7.4rem;
  padding: 0.24rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-paper-border);
  background: var(--deck-paper);
}
.md-typeset .molecule-mini-card__art .molecule-svg,
.md-typeset .molecule-mini-card__svg {
  padding: 0.16rem;
  border: 0;
  background: transparent;
}
.md-typeset .baseline-slide,
.md-typeset .solver-diag-slide {
  display: grid;
  gap: 0.85rem;
}
.md-typeset .baseline-shared,
.md-typeset .solver-diag-formula-card {
  padding: 0.95rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .baseline-shared__header {
  display: flex;
  justify-content: space-between;
  gap: 1rem;
  align-items: start;
  margin-bottom: 0.75rem;
}
.md-typeset .baseline-shared__header h3 {
  margin: 0.45rem 0 0.1rem;
  color: var(--deck-text);
}
.md-typeset .baseline-shared__header small {
  max-width: 17rem;
  color: var(--deck-text-faint);
  line-height: 1.48;
}
.md-typeset .baseline-shared__flow {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
}
.md-typeset .baseline-chip {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  min-height: 2.8rem;
  padding: 0.55rem 0.78rem;
  border-radius: 0.95rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text);
  font-weight: 700;
  line-height: 1.35;
  text-align: center;
}
.md-typeset .baseline-chip--shared {
  border-color: rgba(37, 99, 235, 0.22);
  background: rgba(37, 99, 235, 0.08);
}
.md-typeset .baseline-arrow,
.md-typeset .solver-diag-arrow {
  color: var(--deck-text-faint);
  font-size: 1.1rem;
  font-weight: 800;
}
.md-typeset .baseline-branches,
.md-typeset .solver-diag-grid,
.md-typeset .solver-diag-summary {
  display: grid;
  gap: 0.85rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .baseline-lane,
.md-typeset .solver-diag-column,
.md-typeset .baseline-summary-card,
.md-typeset .solver-diag-summary__item {
  padding: 0.95rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .baseline-lane {
  display: grid;
  gap: 0.72rem;
}
.md-typeset .baseline-lane--physics {
  background:
    linear-gradient(
      180deg,
      rgba(245, 158, 11, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .baseline-lane--direct {
  background:
    linear-gradient(
      180deg,
      rgba(14, 165, 233, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .baseline-lane__header {
  display: flex;
  justify-content: space-between;
  gap: 0.8rem;
  align-items: center;
}
.md-typeset .baseline-lane__header strong,
.md-typeset .solver-diag-card strong,
.md-typeset .baseline-summary-card strong,
.md-typeset .solver-diag-summary__item strong {
  color: var(--deck-text);
}
.md-typeset .baseline-lane__badge {
  display: inline-flex;
  align-items: center;
  padding: 0.3rem 0.6rem;
  border-radius: 999px;
  font-size: 0.74rem;
  font-weight: 800;
  letter-spacing: 0.04em;
  text-transform: uppercase;
}
.md-typeset .baseline-lane__badge--physics {
  background: rgba(245, 158, 11, 0.16);
  color: var(--deck-amber-text);
}
.md-typeset .baseline-lane__badge--direct {
  background: rgba(14, 165, 233, 0.12);
  color: #38bdf8;
}
.md-typeset .baseline-lane__stack {
  display: grid;
  gap: 0.48rem;
}
.md-typeset .baseline-lane__notes {
  display: grid;
  gap: 0.34rem;
  color: var(--deck-text-soft);
  font-size: 0.84rem;
  line-height: 1.48;
}
.md-typeset .baseline-summary-grid {
  display: grid;
  gap: 0.75rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .baseline-summary-card,
.md-typeset .solver-diag-summary__item {
  display: grid;
  gap: 0.22rem;
  color: var(--deck-text-soft);
  line-height: 1.48;
}
.md-typeset .solver-diag-header {
  display: grid;
  gap: 0.85rem;
  grid-template-columns: minmax(0, 1.15fr) minmax(18rem, 21rem);
  align-items: stretch;
}
.md-typeset .solver-diag-grid {
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .solver-diag-summary {
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .solver-diag-column {
  display: grid;
  gap: 0.55rem;
  align-content: start;
}
.md-typeset .solver-diag-column__title {
  color: var(--deck-text);
  font-family: var(--deck-font-head);
  font-size: 0.96rem;
  font-weight: 800;
}
.md-typeset .solver-diag-card {
  display: grid;
  gap: 0.22rem;
  padding: 0.78rem 0.82rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-soft);
  line-height: 1.45;
}
.md-typeset .solver-diag-card--accent {
  background: rgba(245, 158, 11, 0.08);
  border-color: rgba(245, 158, 11, 0.22);
}
.md-typeset .solver-diag-card code,
.md-typeset .baseline-lane__notes code,
.md-typeset .solver-diag-summary__item code {
  background: transparent;
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 0.82rem;
}
.md-typeset .solver-diag-arrow {
  justify-self: center;
}
.md-typeset .pipeline-layout--compact {
  gap: 0.75rem;
}
.md-typeset .pipeline-builder__flow {
  display: flex;
  flex-wrap: wrap;
  gap: 0.5rem;
  align-items: center;
  margin-bottom: 0.8rem;
  color: var(--deck-text-faint);
  font-size: 0.82rem;
}
.md-typeset .pipeline-builder__flow-focus {
  padding: 0.28rem 0.6rem;
  border-radius: 999px;
  background: rgba(37, 99, 235, 0.08);
  color: #2563eb;
  font-weight: 700;
}
.md-typeset .pipeline-builder__flow-arrow {
  color: var(--deck-text-faint);
}
.md-typeset .pipeline-table--compact {
  display: grid;
  gap: 0.7rem;
  grid-template-columns: minmax(0, 1fr) 10.5rem;
  align-items: start;
}
.md-typeset .pipeline-mini-table {
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
  border-spacing: 0.3rem;
  box-shadow: none;
}
.md-typeset .pipeline-mini-table th,
.md-typeset .pipeline-mini-table td {
  padding: 0.42rem 0.36rem;
  border: 1px solid var(--deck-border);
  border-radius: 0.7rem;
  background: var(--deck-surface);
  font-size: 0.66rem;
  line-height: 1.25;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  vertical-align: middle;
}
.md-typeset .pipeline-mini-table th {
  font-family: var(--deck-font-mono);
  color: var(--deck-text-faint);
}
.md-typeset .pipeline-mini-table .is-highlighted {
  border-color: color-mix(in srgb, var(--cell-accent) 46%, white);
  background: color-mix(in srgb, var(--cell-accent) 10%, white);
}
.md-typeset .pipeline-mini-table .is-missing {
  background: rgba(148, 163, 184, 0.12);
  color: var(--deck-text-faint);
}
.md-typeset .pipeline-table__aside {
  display: grid;
  gap: 0.6rem;
}
.md-typeset .pipeline-scaffold-block {
  display: grid;
  gap: 0.6rem;
  margin-top: 0.8rem;
}
.md-typeset .pipeline-scaffold-card,
.md-typeset .pipeline-scaffold-stop {
  display: grid;
  justify-items: center;
  gap: 0.28rem;
  padding: 0.75rem 0.7rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  text-align: center;
}
.md-typeset .pipeline-scaffold-card svg {
  width: 2.2rem;
  height: 2.2rem;
}
.md-typeset .pipeline-scaffold-card strong,
.md-typeset .pipeline-scaffold-stop span {
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .pipeline-scaffold-card small {
  color: var(--deck-text-faint);
  font-size: 0.74rem;
  line-height: 1.3;
}
.md-typeset .pipeline-scaffold-stop {
  background: rgba(239, 68, 68, 0.06);
}
.md-typeset .pipeline-scaffold-stop svg {
  width: 4.2rem;
  height: 1.35rem;
}
.md-typeset .pipeline-aside-card {
  padding: 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-soft);
  font-size: 0.82rem;
  line-height: 1.5;
}
.md-typeset .pipeline-aside-card strong {
  display: block;
  margin-bottom: 0.26rem;
  color: var(--deck-text);
}
.md-typeset .pipeline-aside-card span,
.md-typeset .pipeline-aside-card small {
  display: block;
}
.md-typeset .pipeline-aside-card span + small {
  margin-top: 0.34rem;
}
.md-typeset .pipeline-layout--reworked {
  grid-template-columns: minmax(13.5rem, 15rem) minmax(0, 1.45fr) minmax(18rem, 20rem);
  gap: 0.85rem;
  align-items: start;
}
.md-typeset .pipeline-builder--expanded,
.md-typeset .pipeline-split--scaffold {
  padding: 1rem;
}
.md-typeset .pipeline-table--focus {
  display: grid;
  gap: 0.8rem;
}
.md-typeset .pipeline-builder__table-wrap {
  overflow: hidden;
  padding: 0.2rem;
  border-radius: 1rem;
  border: 1px solid rgba(148, 163, 184, 0.22);
  background: var(--deck-paper);
}
.md-typeset .pipeline-mini-table--expanded {
  border-spacing: 0.34rem;
}
.md-typeset .pipeline-mini-table--expanded th,
.md-typeset .pipeline-mini-table--expanded td {
  padding: 0.52rem 0.46rem;
  font-size: 0.71rem;
}
.md-typeset .pipeline-mini-table--expanded td {
  font-family: var(--deck-font-mono);
}
.md-typeset .pipeline-builder__facts {
  display: grid;
  gap: 0.65rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .split-bar--detailed {
  margin-bottom: 0.6rem;
}
.md-typeset .split-bar__stats {
  display: grid;
  gap: 0.55rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
  margin-bottom: 0.9rem;
}
.md-typeset .split-bar__stats > div {
  padding: 0.7rem 0.72rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  display: grid;
  gap: 0.26rem;
}
.md-typeset .split-bar__stats span {
  color: var(--deck-text-faint);
  font-size: 0.76rem;
  line-height: 1.35;
}
.md-typeset .split-bar__stats strong {
  color: var(--deck-text);
  font-size: 0.98rem;
}
.md-typeset .split-bar__segment--compact span {
  display: none;
}
.md-typeset .split-bar__segment--compact strong {
  font-size: 0.76rem;
}
.md-typeset .pipeline-scaffold-real {
  display: grid;
  gap: 0.65rem;
}
.md-typeset .pipeline-scaffold-real__title {
  font-family: var(--deck-font-head);
  font-size: 0.9rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .pipeline-scaffold-real__grid {
  display: grid;
  gap: 0.6rem;
  grid-template-columns: minmax(0, 1fr) 5.4rem minmax(0, 1fr);
  align-items: stretch;
}
.md-typeset .pipeline-scaffold-card--real {
  gap: 0.45rem;
  padding: 0.8rem 0.7rem;
}
.md-typeset .pipeline-scaffold-art {
  display: grid;
  place-items: center;
  min-height: 7.2rem;
  padding: 0.45rem;
  border-radius: 0.95rem;
  border: 1px solid color-mix(in srgb, var(--scaffold-tone) 24%, white);
  background: color-mix(in srgb, var(--scaffold-tone) 5%, white);
}
.md-typeset .pipeline-scaffold-art svg {
  width: 100%;
  max-width: 10rem;
  height: auto;
}
.md-typeset .pipeline-scaffold-art--fallback {
  gap: 0.55rem;
  color: var(--deck-text-faint);
  font-size: 0.8rem;
}
.md-typeset .pipeline-scaffold-art--fallback svg {
  width: 2rem;
  height: 2rem;
}
.md-typeset .pipeline-scaffold-stop--real {
  align-content: center;
}
.md-typeset .pipeline-scaffold-stop--real svg {
  width: 2.6rem;
  height: 2.6rem;
}
.md-typeset .featurization-rebuilt {
  display: grid;
  gap: 0.9rem;
}
.md-typeset .featurization-flow {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
  color: var(--deck-text-faint);
  font-size: 0.84rem;
}
.md-typeset .featurization-panels {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: 12rem minmax(15rem, 20rem) minmax(0, 1fr);
  align-items: start;
}
.md-typeset .featurization-rebuilt--interactive {
  gap: 0.8rem;
}
.md-typeset .smiles-input-bar {
  display: grid;
  gap: 0.65rem;
  grid-template-columns: minmax(0, 1fr) auto auto;
  align-items: end;
}
.md-typeset .smiles-input-bar__field {
  display: grid;
  gap: 0.35rem;
}
.md-typeset .smiles-input-bar__field span {
  color: var(--deck-text-faint);
  font-size: 0.78rem;
  font-weight: 700;
  text-transform: uppercase;
  letter-spacing: 0.06em;
}
.md-typeset .smiles-input-bar__field input {
  width: 100%;
  padding: 0.8rem 0.92rem;
  border: 1px solid var(--deck-border);
  border-radius: 0.95rem;
  background: var(--deck-surface);
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 0.92rem;
}
.md-typeset .pill-button {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  min-height: 2.9rem;
  padding: 0 0.95rem;
  border: 1px solid var(--deck-border);
  border-radius: 999px;
  background: var(--deck-surface);
  color: var(--deck-text);
  font-weight: 700;
  cursor: pointer;
}
.md-typeset .pill-button--primary {
  border-color: rgba(37, 99, 235, 0.3);
  background: rgba(37, 99, 235, 0.1);
  color: #2563eb;
}
.md-typeset .featurization-panels--interactive {
  grid-template-columns: minmax(13rem, 14.5rem) minmax(16rem, 19rem) minmax(0, 1.15fr);
  align-items: start;
}
.md-typeset .featurization-panel {
  padding: 0.85rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .featurization-panel--graph {
  min-width: 0;
}
.md-typeset .smiles-card--interactive {
  min-height: 4.1rem;
  font-size: 0.9rem;
  line-height: 1.45;
  word-break: break-all;
}
.md-typeset .molecule-stats-grid {
  display: grid;
  gap: 0.55rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
  margin-top: 0.75rem;
}
.md-typeset .molecule-stats-grid > div {
  padding: 0.72rem;
  border-radius: 0.95rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
}
.md-typeset .molecule-stats-grid strong {
  display: block;
  margin-bottom: 0.16rem;
  color: var(--deck-text);
  font-size: 0.98rem;
}
.md-typeset .molecule-stats-grid span {
  color: var(--deck-text-faint);
  font-size: 0.77rem;
}
.md-typeset .molecule-render {
  min-height: 15.5rem;
  padding: 0.45rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
}
.md-typeset .molecule-render svg {
  width: 100%;
  height: auto;
  display: block;
}
.md-typeset .molecule-error {
  min-height: 15.5rem;
  display: grid;
  place-items: center;
  padding: 1rem;
  border-radius: 1rem;
  border: 1px solid rgba(239, 68, 68, 0.26);
  background: rgba(239, 68, 68, 0.08);
  color: var(--deck-error-text);
  text-align: center;
}
.md-typeset .graph-explorer {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: minmax(0, 1.05fr) minmax(15rem, 18rem);
  align-items: start;
}
.md-typeset .graph-svg--interactive {
  padding: 0.5rem;
}
.md-typeset .graph-hitline,
.md-typeset .graph-node {
  cursor: pointer;
}
.md-typeset .graph-explorer__detail {
  min-width: 0;
}
.md-typeset .feature-inspector {
  display: grid;
  gap: 0.7rem;
  padding: 0.82rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
}
.md-typeset .feature-inspector--empty {
  min-height: 15rem;
  place-items: center;
  text-align: center;
  color: var(--deck-text-faint);
}
.md-typeset .feature-inspector__eyebrow {
  color: #2563eb;
  font-size: 0.74rem;
  font-weight: 800;
  letter-spacing: 0.08em;
  text-transform: uppercase;
}
.md-typeset .feature-inspector__title {
  display: grid;
  gap: 0.14rem;
}
.md-typeset .feature-inspector__title strong {
  color: var(--deck-text);
  font-size: 1rem;
}
.md-typeset .feature-inspector__title span {
  color: var(--deck-text-faint);
  font-size: 0.8rem;
}
.md-typeset .feature-detail-list {
  display: grid;
  gap: 0.35rem;
}
.md-typeset .feature-detail-list > div {
  display: flex;
  justify-content: space-between;
  gap: 0.65rem;
  padding-bottom: 0.3rem;
  border-bottom: 1px solid rgba(148, 163, 184, 0.18);
  color: var(--deck-text-soft);
  font-size: 0.82rem;
}
.md-typeset .feature-detail-list strong {
  color: var(--deck-text);
  text-align: right;
}
.md-typeset .feature-vector-card {
  display: grid;
  gap: 0.5rem;
  padding: 0.68rem 0.72rem;
  border-radius: 0.95rem;
  border: 1px solid rgba(37, 99, 235, 0.18);
  background: rgba(37, 99, 235, 0.05);
}
.md-typeset .feature-vector-card__title {
  color: var(--deck-text);
  font-size: 0.78rem;
  font-weight: 700;
}
.md-typeset .feature-vector-grid {
  display: grid;
  gap: 0.42rem;
  grid-template-columns: repeat(4, minmax(0, 1fr));
}
.md-typeset .feature-vector-cell {
  display: grid;
  gap: 0.12rem;
  padding: 0.46rem 0.42rem;
  border-radius: 0.75rem;
  border: 1px solid color-mix(in srgb, var(--vector-accent) 16%, white);
  background: color-mix(in srgb, var(--vector-accent) 10%, white);
  text-align: center;
}
.md-typeset .feature-vector-cell span {
  color: var(--deck-text-faint);
  font-size: 0.66rem;
  font-weight: 700;
}
.md-typeset .feature-vector-cell strong {
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 0.72rem;
}
.md-typeset .pretrain-layout {
  display: grid;
  gap: 0.85rem;
}
.md-typeset .pretrain-layout--real {
  gap: 0.95rem;
}
.md-typeset .pretrain-topbar {
  display: grid;
  gap: 0.75rem;
  grid-template-columns: minmax(13rem, 15rem) minmax(0, 1fr) minmax(13rem, 16rem);
  align-items: stretch;
}
.md-typeset .pretrain-meta-card,
.md-typeset .pretrain-flow-card,
.md-typeset .pretrain-task-card,
.md-typeset .pretrain-loss-card {
  padding: 0.85rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .pretrain-meta-card {
  display: grid;
  gap: 0.4rem;
}
.md-typeset .pretrain-meta-card strong,
.md-typeset .pretrain-flow-card strong {
  color: var(--deck-text);
}
.md-typeset .pretrain-meta-card span,
.md-typeset .pretrain-flow-card__note {
  color: var(--deck-text-soft);
  font-size: 0.82rem;
}
.md-typeset .pretrain-flow-card {
  display: grid;
  gap: 0.55rem;
  align-content: center;
}
.md-typeset .pretrain-flow-card__row {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
  justify-content: center;
  color: var(--deck-text);
  font-weight: 700;
}
.md-typeset .pretrain-overview {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: minmax(16rem, 18rem) minmax(0, 1fr) minmax(15rem, 17rem);
  align-items: stretch;
}
.md-typeset .pretrain-overview__structure,
.md-typeset .pretrain-overview__graph,
.md-typeset .pretrain-overview__vectors {
  display: grid;
  gap: 0.65rem;
  padding: 0.85rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .pretrain-overview__structure strong,
.md-typeset .pretrain-overview__graph strong,
.md-typeset .pretrain-overview__vectors strong {
  color: var(--deck-text);
}
.md-typeset .pretrain-overview__vectors {
  align-content: start;
}
.md-typeset .pretrain-task-card__eyebrow {
  color: var(--deck-text-faint);
  font-size: 0.7rem;
  font-weight: 800;
  letter-spacing: 0.08em;
  text-transform: uppercase;
}
.md-typeset .pretrain-structure-frame,
.md-typeset .pretrain-graph-frame {
  padding: 0.5rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
}
.md-typeset .pretrain-structure-frame svg,
.md-typeset .pretrain-property-structure svg {
  width: 100%;
  height: auto;
  display: block;
}
.md-typeset .pretrain-graph-frame {
  display: grid;
  align-items: center;
}
.md-typeset .pretrain-graph-frame--large {
  min-height: 18rem;
}
.md-typeset .pretrain-graph-frame--compact {
  min-height: 12rem;
}
.md-typeset .pretrain-graph-svg {
  width: 100%;
  height: auto;
  display: block;
}
.md-typeset .pretrain-mini-pipeline {
  display: flex;
  flex-wrap: wrap;
  gap: 0.32rem;
  align-items: center;
  color: var(--deck-text);
  font-size: 0.76rem;
  font-weight: 700;
}
.md-typeset .pretrain-mini-pipeline span:nth-child(even) {
  color: var(--deck-text-faint);
}
.md-typeset .pretrain-signal-card {
  display: grid;
  gap: 0.55rem;
  padding: 0.72rem;
  border-radius: 0.95rem;
  border: 1px solid var(--deck-border);
  background: rgba(255, 255, 255, 0.72);
}
.md-typeset .pretrain-task-grid {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .pretrain-task-grid--real {
  gap: 0.85rem;
}
.md-typeset .pretrain-task-card {
  display: grid;
  gap: 0.6rem;
}
.md-typeset .pretrain-task-card__split {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: minmax(12rem, 15rem) minmax(0, 1fr);
  align-items: start;
}
.md-typeset .pretrain-task-card__meta {
  display: grid;
  gap: 0.55rem;
}
.md-typeset .pretrain-task-card__title {
  font-family: var(--deck-font-head);
  font-size: 0.96rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .pretrain-task-card--blue {
  background:
    linear-gradient(
      180deg,
      rgba(37, 99, 235, 0.07),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .pretrain-task-card--purple {
  background:
    linear-gradient(
      180deg,
      rgba(139, 92, 246, 0.07),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .pretrain-task-card--green {
  background:
    linear-gradient(
      180deg,
      rgba(16, 185, 129, 0.07),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .pretrain-task-card--orange {
  background:
    linear-gradient(
      180deg,
      rgba(245, 158, 11, 0.07),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .pretrain-task-card svg {
  width: 100%;
  height: auto;
  display: block;
}
.md-typeset .pretrain-property-card {
  display: grid;
  gap: 0.7rem;
  grid-template-columns: minmax(12rem, 14rem) minmax(0, 1fr);
  align-items: center;
}
.md-typeset .pretrain-property-structure {
  padding: 0.45rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-paper);
  color: var(--deck-paper-text);
  min-height: 14rem;
  display: grid;
  align-items: center;
}
.md-typeset .pretrain-property-structure .molecule-svg {
  width: 100%;
  height: auto;
}
.md-typeset .pretrain-property-bars {
  display: grid;
  gap: 0.45rem;
}
.md-typeset .pretrain-descriptor-grid {
  display: grid;
  gap: 0.55rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .pretrain-descriptor-card {
  display: grid;
  gap: 0.24rem;
  min-height: 4.8rem;
  padding: 0.58rem 0.62rem;
  border-radius: 0.85rem;
  border: 1px solid rgba(16, 185, 129, 0.16);
  background: rgba(255, 255, 255, 0.82);
}
.md-typeset .pretrain-descriptor-card__name {
  color: var(--deck-text-faint);
  font-size: 0.72rem;
  font-weight: 800;
}
.md-typeset .pretrain-descriptor-card strong {
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 1rem;
  line-height: 1.1;
}
.md-typeset .pretrain-descriptor-card small {
  color: var(--deck-text-soft);
  font-size: 0.72rem;
  line-height: 1.25;
}
.md-typeset .pretrain-property-bar {
  display: grid;
  gap: 0.2rem;
}
.md-typeset .pretrain-property-bar__meta {
  display: flex;
  align-items: baseline;
  justify-content: space-between;
  gap: 0.7rem;
}
.md-typeset .pretrain-property-bar span {
  color: var(--deck-text-faint);
  font-size: 0.76rem;
  font-weight: 700;
}
.md-typeset .pretrain-property-bar__meta strong {
  color: var(--deck-text);
  font-family: var(--deck-font-mono);
  font-size: 0.75rem;
}
.md-typeset .pretrain-property-bar div {
  height: 0.55rem;
  border-radius: 999px;
  background: rgba(148, 163, 184, 0.16);
  overflow: hidden;
}
.md-typeset .pretrain-property-bar i {
  display: block;
  height: 100%;
  border-radius: 999px;
  background:
    linear-gradient(
      90deg,
      #10b981,
      #34d399);
}
.md-typeset .pretrain-loss-card {
  display: grid;
  gap: 0.7rem;
}
.md-typeset .pretrain-legend {
  display: flex;
  flex-wrap: wrap;
  gap: 0.6rem;
}
.md-typeset .pretrain-legend span {
  display: inline-flex;
  align-items: center;
  gap: 0.38rem;
  color: var(--deck-text-faint);
  font-size: 0.75rem;
  font-weight: 700;
}
.md-typeset .pretrain-legend i {
  width: 0.78rem;
  height: 0.78rem;
  border-radius: 0.22rem;
  display: inline-block;
}
.md-typeset .pretrain-bond-classes {
  display: grid;
  gap: 0.36rem;
  grid-template-columns: repeat(4, minmax(0, 1fr));
}
.md-typeset .pretrain-bond-class {
  display: inline-flex;
  align-items: center;
  justify-content: center;
  min-height: 2rem;
  border-radius: 0.78rem;
  border: 1px solid var(--deck-border);
  background: rgba(255, 255, 255, 0.78);
  color: var(--deck-text-faint);
  font-size: 0.76rem;
  font-weight: 700;
}
.md-typeset .pretrain-bond-class.is-active {
  border-color: rgba(139, 92, 246, 0.28);
  background: rgba(139, 92, 246, 0.12);
  color: var(--deck-text);
}
.md-typeset .pretrain-contrastive-row {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .pretrain-contrastive-view {
  display: grid;
  gap: 0.55rem;
}
.md-typeset .pretrain-loss-card__chips {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
}
.md-typeset .pretrain-loss-card__chips span {
  display: inline-flex;
  align-items: center;
  padding: 0.36rem 0.62rem;
  border-radius: 999px;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-faint);
  font-family: var(--deck-font-mono);
  font-size: 0.74rem;
}
.md-typeset .graph-shell--stacked {
  grid-template-columns: 1fr;
  align-items: start;
}
.md-typeset .graph-callouts--row {
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .architecture-rebuilt {
  display: grid;
  gap: 0.7rem;
}
.md-typeset .architecture-rebuilt--compact {
  max-width: 58rem;
  margin: 0 auto;
}
.md-typeset .architecture-zone {
  padding: 0.85rem;
  border-radius: 1.2rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .architecture-zone--blue {
  background:
    linear-gradient(
      180deg,
      rgba(37, 99, 235, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-zone--purple {
  background:
    linear-gradient(
      180deg,
      rgba(139, 92, 246, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-zone--green {
  background:
    linear-gradient(
      180deg,
      rgba(16, 185, 129, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-zone--orange {
  background:
    linear-gradient(
      180deg,
      rgba(245, 158, 11, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-zone--red {
  background:
    linear-gradient(
      180deg,
      rgba(239, 68, 68, 0.08),
      transparent),
    var(--deck-surface-muted);
}
.md-typeset .architecture-zone__title {
  margin-bottom: 0.7rem;
  font-family: var(--deck-font-head);
  font-size: 1rem;
  font-weight: 800;
  color: var(--deck-text);
}
.md-typeset .architecture-zone__content {
  display: grid;
  gap: 0.7rem;
}
.md-typeset .architecture-zone__content--triple {
  grid-template-columns: 1fr minmax(12rem, 18rem) 1fr;
  align-items: center;
}
.md-typeset .architecture-zone__content--dual {
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .architecture-card {
  padding: 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-soft);
}
.md-typeset .architecture-card__row {
  display: flex;
  justify-content: space-between;
  gap: 0.7rem;
  align-items: start;
}
.md-typeset .architecture-card strong {
  display: block;
  margin-bottom: 0.2rem;
  color: var(--deck-text);
}
.md-typeset .architecture-card--label,
.md-typeset .architecture-card--ghost {
  text-align: center;
  font-weight: 700;
}
.md-typeset .architecture-card--ghost {
  background: rgba(148, 163, 184, 0.12);
}
.md-typeset .architecture-card--shared,
.md-typeset .architecture-card--solver {
  box-shadow: var(--deck-shadow-sm);
}
.md-typeset .architecture-card--optional {
  border-style: dashed;
}
.md-typeset .architecture-card--final {
  justify-self: center;
  background: rgba(16, 185, 129, 0.14);
  border-color: rgba(16, 185, 129, 0.28);
  text-align: center;
}
.md-typeset .architecture-card--span-2 {
  grid-column: span 2;
}
.md-typeset .architecture-compact-grid {
  display: grid;
  gap: 0.65rem;
}
.md-typeset .architecture-compact-grid--two {
  grid-template-columns: repeat(2, minmax(0, 1fr));
}
.md-typeset .architecture-compact-grid--three {
  grid-template-columns: 1.1fr 0.9fr 1fr;
}
.md-typeset .architecture-encoding-grid {
  display: grid;
  gap: 0.55rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
  margin-top: 0.7rem;
}
.md-typeset .architecture-flow-down {
  display: flex;
  align-items: center;
  justify-content: center;
  color: var(--deck-text-faint);
  font-size: 1.15rem;
  font-weight: 800;
}
.md-typeset .architecture-flow-down--between {
  margin: -0.1rem 0;
}
.md-typeset .solver-panel__notes {
  display: grid;
  gap: 0.3rem;
  margin-top: 0.55rem;
  color: var(--deck-text-soft);
  font-size: 0.82rem;
}
.md-typeset .solver-note-line,
.md-typeset .solver-note-dot {
  display: inline-block;
  vertical-align: middle;
  margin-right: 0.35rem;
}
.md-typeset .solver-note-line {
  width: 1.2rem;
  height: 0.2rem;
  border-radius: 999px;
  background: var(--line-color);
}
.md-typeset .solver-note-dot {
  width: 0.6rem;
  height: 0.6rem;
  border-radius: 999px;
  background: #10b981;
}
.md-typeset .compare-grid--rebuilt {
  align-items: start;
}
.md-typeset .compare-stack {
  display: grid;
  justify-items: center;
  gap: 0.35rem;
}
.md-typeset .compare-implicit-card {
  display: flex;
  flex-wrap: wrap;
  gap: 0.45rem;
  align-items: center;
}
.md-typeset .compare-backward-box--warn {
  border-color: rgba(239, 68, 68, 0.26);
}
.md-typeset .comparison-table--tight td,
.md-typeset .comparison-table--tight th {
  font-size: 0.84rem;
}
.md-typeset .probe-bars {
  position: relative;
  display: grid;
  gap: 0.45rem;
  padding: 1rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .probe-bars__median {
  margin-bottom: 0.3rem;
  color: var(--deck-text-faint);
  font-size: 0.78rem;
}
.md-typeset .probe-row {
  display: grid;
  gap: 0.55rem;
  grid-template-columns: 9.5rem minmax(0, 1fr) 2.5rem;
  align-items: center;
  padding: 0.35rem 0;
  border: 0;
  background: transparent;
  text-align: left;
  cursor: pointer;
}
.md-typeset .probe-row__label,
.md-typeset .probe-row__value {
  font-size: 0.82rem;
  color: var(--deck-text);
}
.md-typeset .probe-row__track {
  position: relative;
  height: 0.95rem;
  border-radius: 999px;
  background: rgba(148, 163, 184, 0.20);
  overflow: hidden;
}
.md-typeset .probe-row__fill {
  display: block;
  height: 100%;
  border-radius: 999px;
}
.md-typeset .probe-row__midline {
  position: absolute;
  top: 0;
  bottom: 0;
  left: 50%;
  width: 2px;
  background: rgba(107, 114, 128, 0.50);
  border-radius: 999px;
}
.md-typeset .probe-row.is-active .probe-row__label,
.md-typeset .probe-row.is-active .probe-row__value {
  font-weight: 700;
}
.md-typeset .waterfall-card {
  padding: 1rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .waterfall-card--expected {
  border-style: dashed;
}
.md-typeset .waterfall-card__title {
  margin-bottom: 0.8rem;
  color: var(--deck-text);
  font-family: var(--deck-font-head);
  font-weight: 800;
}
.md-typeset .waterfall-steps {
  display: flex;
  flex-wrap: wrap;
  gap: 0.6rem;
  align-items: stretch;
}
.md-typeset .waterfall-step {
  display: grid;
  gap: 0.2rem;
  min-width: 10rem;
  padding: 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
}
.md-typeset .waterfall-step strong {
  color: var(--deck-text);
}
.md-typeset .waterfall-step--base {
  background: rgba(16, 185, 129, 0.12);
}
.md-typeset .waterfall-step--delta {
  background: rgba(239, 68, 68, 0.10);
}
.md-typeset .waterfall-step--minor {
  background: rgba(245, 158, 11, 0.12);
}
.md-typeset .waterfall-step--target {
  background: rgba(37, 99, 235, 0.10);
}
.md-typeset .waterfall-totals {
  display: grid;
  gap: 0.6rem;
  grid-template-columns: repeat(2, minmax(0, 1fr));
  margin-top: 0.8rem;
}
.md-typeset .waterfall-totals > div {
  padding: 0.7rem 0.8rem;
  border-radius: 0.9rem;
  background: var(--deck-surface);
}
.md-typeset .waterfall-totals strong {
  display: block;
  color: var(--deck-text);
}
.md-typeset .temperature-panel {
  padding: 0.8rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .temperature-panel__title,
.md-typeset .mini-chart__title,
.md-typeset .gc-panel__title {
  margin-bottom: 0.35rem;
  color: var(--deck-text);
  font-family: var(--deck-font-head);
  font-weight: 800;
}
.md-typeset .curriculum-milestone-list {
  display: grid;
  gap: 0.55rem;
  margin-top: 0.85rem;
}
.md-typeset .curriculum-milestone-card {
  padding: 0.7rem 0.8rem;
  border-radius: 0.9rem;
  background: var(--deck-surface-muted);
  border: 1px solid var(--deck-border);
  font-size: 0.82rem;
}
.md-typeset .curriculum-milestone-card strong {
  display: block;
  color: var(--deck-text);
}
.md-typeset .gc-panel {
  padding: 0.8rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .gc-panel__notes {
  display: grid;
  gap: 0.25rem;
  margin-top: 0.5rem;
  font-size: 0.82rem;
  color: var(--deck-text-soft);
}
.md-typeset .mini-chart {
  padding: 0.8rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .mini-chart__legend {
  display: flex;
  gap: 0.8rem;
  margin-top: 0.4rem;
  font-size: 0.78rem;
  font-weight: 700;
}
.md-typeset .equation-grid--rebuilt {
  display: grid;
  gap: 0.8rem;
}
.md-typeset .equation-header-card {
  padding: 0.9rem 1rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .equation-header-card .tex-block {
  text-align: center;
  font-size: 1rem;
}
.md-typeset .equation-main {
  display: grid;
  gap: 0.8rem;
  grid-template-columns: 12rem minmax(0, 1fr);
  align-items: center;
}
.md-typeset .equation-main--wide {
  grid-template-columns: minmax(0, 1fr) 12rem;
  align-items: start;
}
.md-typeset .equation-axis-card {
  padding: 0.9rem;
  border-radius: var(--deck-radius-lg);
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
}
.md-typeset .equation-contrib {
  display: grid;
  gap: 0.7rem;
}
.md-typeset .equation-contrib__card {
  padding: 0.85rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
}
.md-typeset .equation-contrib__card strong {
  display: block;
  margin-bottom: 0.2rem;
}
.md-typeset .equation-contrib__card--blue {
  border-color: rgba(37, 99, 235, 0.22);
}
.md-typeset .equation-contrib__card--red {
  border-color: rgba(239, 68, 68, 0.22);
}
.md-typeset .equation-contrib__card--green {
  border-color: rgba(16, 185, 129, 0.24);
  background: rgba(16, 185, 129, 0.08);
}
.md-typeset .equation-summary-strip {
  display: grid;
  gap: 0.7rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .equation-summary-item {
  display: grid;
  gap: 0.15rem;
  padding: 0.75rem 0.8rem;
  border-radius: 0.95rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface);
  color: var(--deck-text-soft);
}
.md-typeset .equation-summary-item strong {
  color: var(--deck-text);
}
.md-typeset .equation-summary-item--final {
  border-color: rgba(16, 185, 129, 0.24);
  background: rgba(16, 185, 129, 0.08);
}
.md-typeset .equation-example-list {
  display: grid;
  gap: 0.6rem;
  grid-template-columns: repeat(3, minmax(0, 1fr));
}
.md-typeset .equation-example {
  padding: 0.8rem;
  border-radius: 1rem;
  border: 1px solid var(--deck-border);
  background: var(--deck-surface-muted);
  color: var(--deck-text-soft);
  font-size: 0.82rem;
}
.md-typeset .equation-example strong {
  display: block;
  margin-bottom: 0.25rem;
  color: var(--deck-text);
}
.md-typeset .equation-example span,
.md-typeset .equation-example small {
  display: block;
}
.md-typeset .equation-example.is-active {
  border-color: rgba(37, 99, 235, 0.32);
  background: rgba(37, 99, 235, 0.08);
}
@media screen and (max-width: 82rem) {
  .md-typeset .pipeline-layout,
  .md-typeset .pipeline-layout--reworked,
  .md-typeset .pipeline-table--compact,
  .md-typeset .pipeline-builder__facts,
  .md-typeset .pipeline-scaffold-real__grid,
  .md-typeset .split-bar__stats,
  .md-typeset .smiles-input-bar,
  .md-typeset .featurization-layout,
  .md-typeset .featurization-panels,
  .md-typeset .featurization-panels--interactive,
  .md-typeset .graph-explorer,
  .md-typeset .pretrain-topbar,
  .md-typeset .pretrain-overview,
  .md-typeset .pretrain-property-card,
  .md-typeset .pretrain-task-card__split,
  .md-typeset .pretrain-contrastive-row,
  .md-typeset .solver-diag-header,
  .md-typeset .probe-grid,
  .md-typeset .curriculum-grid,
  .md-typeset .gc-topbar,
  .md-typeset .gc-range-grid,
  .md-typeset .comparison-radar-layout,
  .md-typeset .graph-shell,
  .md-typeset .equation-main,
  .md-typeset .equation-example-list {
    grid-template-columns: 1fr;
  }
}
@media screen and (max-width: 68rem) {
  .md-typeset .solver-grid,
  .md-typeset .compare-grid,
  .md-typeset .loss-grid,
  .md-typeset .temperature-grid,
  .md-typeset .gc-grid,
  .md-typeset .overfit-grid,
  .md-typeset .pretrain-task-grid {
    grid-template-columns: 1fr;
  }
  .md-typeset .presentation-hero,
  .md-typeset .presentation-stage__header {
    grid-template-columns: 1fr;
    display: grid;
  }
  .md-typeset .presentation-stage__actions,
  .md-typeset .presentation-card__header {
    align-items: start;
    flex-wrap: wrap;
  }
  .md-typeset .stat-strip,
  .md-typeset .overfit-summary {
    grid-template-columns: 1fr 1fr;
  }
  .md-typeset .architecture-dual,
  .md-typeset .architecture-heads,
  .md-typeset .architecture-zone__content--triple,
  .md-typeset .architecture-zone__content--dual,
  .md-typeset .architecture-compact-grid--two,
  .md-typeset .architecture-compact-grid--three,
  .md-typeset .architecture-encoding-grid,
  .md-typeset .example-pair-strip,
  .md-typeset .baseline-branches,
  .md-typeset .baseline-summary-grid,
  .md-typeset .solver-diag-grid,
  .md-typeset .solver-diag-summary,
  .md-typeset .graph-callouts--row,
  .md-typeset .waterfall-totals,
  .md-typeset .waterfall-steps,
  .md-typeset .gc-example-flow,
  .md-typeset .equation-summary-strip,
  .md-typeset .feature-vector-grid {
    grid-template-columns: 1fr;
  }
  .md-typeset .architecture-card--span-2 {
    grid-column: auto;
  }
  .md-typeset .curriculum-row {
    grid-template-columns: 1fr;
  }
  .md-typeset .molecule-mini-card,
  .md-typeset .molecule-mini-card--compact {
    grid-template-columns: 1fr;
  }
}
@media screen and (max-width: 48rem) {
  .md-typeset .stat-strip,
  .md-typeset .overfit-summary {
    grid-template-columns: 1fr;
  }
  .md-typeset .presentation-hero,
  .md-typeset .presentation-card {
    padding: 1rem;
  }
  .md-typeset .probe-row {
    grid-template-columns: 1fr;
  }
  .md-typeset .slide-notes__toggle {
    grid-template-columns: 1fr;
  }
  .md-typeset .example-pair-strip__divider {
    min-width: 0;
  }
}