/* Scoped companion figures: compact, quiet, and aligned with the reader. */
.cf-figure{margin:28px 0 34px;scroll-margin-top:68px;min-width:0}
.cf-figure figure{margin:0}
.cf-figure img{display:block;width:100%;height:auto;margin:12px 0 7px}
.cf-heading{margin:0 0 10px}
.cf-overline{margin:0 0 4px;color:#750014;font:600 9px/1.3 'DM Sans',sans-serif;letter-spacing:.12em}
.cf-heading h3{margin:0 0 4px;color:#29292b;font:500 26px/1.1 'Source Serif 4',Georgia,serif;letter-spacing:-.035em}
.cf-caption{margin:0;color:#68686d;font:13px/1.4 'Source Serif 4',Georgia,serif;text-align:left}
.cf-provenance{margin:7px 0 0;color:#88888c;font:10px/1.4 'DM Sans',sans-serif;text-align:left}
.cf-actions{display:flex;align-items:center;flex-wrap:wrap;gap:6px 20px;margin:9px 0 0}
.cf-actions button{border:0;border-bottom:1px solid transparent;background:transparent;color:#750014;padding:4px 0;font-size:11px;font-weight:600;box-shadow:none}
.cf-actions button:hover{border-bottom-color:#c8a6ae}
.cf-actions span{padding-left:3px}
.cf-actions button:focus{outline:none;box-shadow:none}
.cf-actions button:focus-visible{outline:1px solid #b5b5ba;outline-offset:4px;border-radius:1px}
.cf-open-link{display:flex;align-items:center;gap:12px;border-top:1px solid #dfdadd;border-bottom:1px solid #dfdadd;padding:9px 0;list-style:none;color:#750014;cursor:pointer;font:600 11px/1.4 'DM Sans',sans-serif}
.cf-open-link::-webkit-details-marker{display:none}
.cf-open-link:focus{outline:none}
.cf-open-link:focus-visible{outline:1px solid #b5b5ba;outline-offset:3px}
.cf-open-icon{font:400 22px/1 Georgia,serif}
.cf-open-link small{display:block;color:#8a8a8e;font-size:9px;font-weight:400;margin-top:1px}
.cf-expand-icon{margin-left:auto;font-size:18px;font-weight:400}
.cf-interactive-details[open]>.cf-open-link .cf-expand-icon{font-size:0}
.cf-interactive-details[open]>.cf-open-link .cf-expand-icon:after{content:'−';font-size:18px}
.cf-interactive{container-type:inline-size}
.cf-interactive-body{padding:12px 0 9px;border-bottom:1px solid #dfdadd}
.cf-interactive .cf-heading{margin-bottom:7px}
.cf-interactive .cf-heading h3{font-size:24px}
.cf-interactive .cf-caption{font-size:12px}
.cf-parameters{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:21px;margin:10px 0 13px}
.cf-control{min-width:0}
.cf-control>span{display:flex;align-items:baseline;gap:5px;color:#6b6b70;font-size:10px}
.cf-control em{font:italic 14px 'Source Serif 4',Georgia,serif;color:#303034}
.cf-control output{margin-left:auto;color:#750014;font-size:12px;font-weight:500;font-variant-numeric:tabular-nums}
.cf-control input{display:block;width:100%;margin:5px 0 0;accent-color:#750014;height:15px;cursor:ew-resize}
.cf-mode-row{display:flex;align-items:center;justify-content:space-between;gap:10px;margin:0 0 7px}
.cf-mode-row>span{font:500 13px 'Source Serif 4',Georgia,serif;color:#424247}
.cf-mode-row [role="group"]{display:flex;gap:2px;background:#f3f1f2;padding:2px}
.cf-mode-row button{border:0;background:transparent;color:#77777c;font-size:10px;padding:5px 8px}
.cf-mode-row button[aria-pressed="true"]{background:#fff;color:#750014}
.cf-stages{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:6px}
.cf-stage{display:flex;flex-direction:column;min-width:0;border:1px solid #e2dfe1;padding:7px;background:#fff}
.cf-stage-order{display:flex;justify-content:space-between;color:#99999d;font-size:8px;margin-bottom:3px}
.cf-stage strong{font:500 21px/1.05 'Source Serif 4',Georgia,serif;color:#303034;white-space:nowrap}
.cf-stage-operation{color:#89898e;font:10px/1.3 'Source Serif 4',Georgia,serif;margin:3px 0 5px;white-space:nowrap}
.cf-stage output{font:500 12px 'DM Sans',sans-serif;color:#45454a;font-variant-numeric:tabular-nums}
.cf-backward .cf-stage strong{font-size:14px;color:#750014}
.cf-backward .cf-stage output{color:#750014}
.cf-stage-note{margin:6px 0 9px;color:#929297;font:9px/1.4 'DM Sans',sans-serif}
.cf-results{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:18px;border-top:1px solid #e5e0e2;padding:8px 0 4px}
.cf-results>div{display:grid;gap:3px}
.cf-results span{font-size:9px;color:#7c7c81}
.cf-results strong{font:500 22px/1.1 'Source Serif 4',Georgia,serif;color:#303034;font-variant-numeric:tabular-nums}
.cf-results>div:last-child strong{color:#750014}
.cf-plot{margin:6px 0 0;min-width:0}
.cf-plot svg{display:block;width:100%;height:auto;overflow:visible}
.cf-axis,.cf-axis-title{fill:#7c7c81;font:10px 'DM Sans',sans-serif}
.cf-axis-title{fill:#55555a}
.cf-grid{stroke:#ece9eb;stroke-width:1}
.cf-loss-curve{stroke:#77777f;fill:none;stroke-width:1.8;stroke-linejoin:round}
.cf-weight-guide{stroke:#d9bdc4;stroke-width:1;stroke-dasharray:3 4}
.cf-tangent{stroke:#750014;stroke-width:2;stroke-linecap:round}
.cf-current-point{fill:#750014;stroke:#fff;stroke-width:2}
.cf-legend{display:flex;justify-content:center;gap:22px;color:#808085;font-size:9px;margin-top:3px}
.cf-legend span{display:flex;align-items:center;gap:6px}
.cf-legend i{width:16px;border-top:2px solid #77777f}
.cf-legend .cf-legend-tangent{border-color:#750014}
.cf-actions .cf-collapse{margin-left:auto;color:#8b8b90;font-size:10px;font-weight:400}
.cf-ask-form{margin-top:12px}
.cf-ask-form[hidden]{display:none}
.cf-ask-form label{display:block;font-size:10px;color:#818186;margin-bottom:6px}
.cf-ask-form>div{display:flex;align-items:center;gap:4px;border:1px solid #dcd6d8;padding:4px;background:#fff}
.cf-ask-form:focus-within>div{border-color:#9b9ba1}
.cf-ask-form input{flex:1;min-width:0;border:0;padding:8px;background:transparent;color:#343438;font:12px 'DM Sans',sans-serif;outline:none;box-shadow:none}
.cf-ask-form input:focus-visible{outline:none;box-shadow:none}
.cf-ask-form button{border:0;width:30px;height:30px;background:#750014;color:#fff;font-size:18px;flex:none}
.cf-ask-form button:focus-visible{outline:1px solid #a4a4aa;outline-offset:2px}
.cf-figure.cf-focused{animation:cf-reveal 2.4s ease-out}
@keyframes cf-reveal{0%,20%{background:#fbf5f6}100%{background:transparent}}
.md-message.assistant .md-figure-citation{display:inline-flex;align-items:center;gap:4px;border:0;border-bottom:1px solid #c6a0aa;background:transparent;padding:0 1px;margin-left:7px;color:#750014;font:600 10px 'DM Sans',sans-serif;vertical-align:baseline}
.md-message.assistant .md-figure-citation:hover{border-color:#750014}
@container(min-width:580px){.cf-stages{grid-template-columns:repeat(8,minmax(0,1fr));gap:5px}.cf-stage{padding:6px}.cf-stage strong{font-size:20px}.cf-backward .cf-stage strong{font-size:12px}.cf-stage-operation{font-size:9px}}
@media(max-width:650px){.cf-parameters{gap:13px}.cf-heading h3{font-size:25px}.cf-mode-row>span{font-size:12px}.cf-stages{grid-template-columns:repeat(2,minmax(0,1fr))}.cf-results{gap:9px}.cf-results strong{font-size:20px}.cf-results span{font-size:9px}.cf-actions{gap:8px 15px}.cf-ask-form input{font-size:16px}}
@media(prefers-reduced-motion:reduce){.cf-figure.cf-focused{animation:none;outline:1px solid #d4b8bf}}