split key findings into per-figure components

Author: atharvas

src/components/sections/KeyFindingsScroll.svelte

@@ -0,0 +1,86 @@
+<script>
+	import HeatmapTable from "./HeatmapTable.svelte";
+	import PaperFigureCaption from "./PaperFigureCaption.svelte";
+	import { findings, needsExport } from "$utils/findings.js";
+
+	export let title = "Agents improve runtime but underperform experts";
+	export let description =
+		"Every evaluated agent–model achieves geomean speedup > 1× on FormulaCode-V, but all configurations finish behind the human expert (negative advantage).";
+
+	const data = findings.f1_leaderboard;
+	const rows = (data.rows || []).map((r, i) => ({
+		...r,
+		_key: `${r.agent}-${r.model}-${i}`
+	}));
+
+	const columns = [
+		{ key: "rp_rank", label: "RP", numeric: true, decimals: 0 },
+		{ key: "agent", label: "Agent" },
+		{ key: "model", label: "Model" },
+		{
+			key: "advantage",
+			label: "Advantage",
+			numeric: true,
+			decimals: 4,
+			signed: true,
+			color: "diverging"
+		},
+		{
+			key: "speedup_geomean",
+			label: "Speedup (geomean)",
+			numeric: true,
+			decimals: 4,
+			suffix: "×",
+			color: "sequential"
+		}
+	];
+</script>
+
+<section class="f1">
+	<header class="f1-head">
+		<h3 class="f1-title">{title}</h3>
+		<p class="f1-desc">{description}</p>
+	</header>
+
+	<HeatmapTable
+		{columns}
+		{rows}
+		caption="Global leaderboard on FormulaCode-V. Negative advantage = trails human expert; positive = beats expert."
+		rowLabelCols={3}
+	/>
+
+	<PaperFigureCaption
+		artifact="Table 1 (Global leaderboard)"
+		arxivUrl={data._arxiv}
+		needsExport={needsExport(data)}
+	/>
+</section>
+
+<style>
+	.f1 {
+		display: flex;
+		flex-direction: column;
+		gap: 10px;
+	}
+
+	.f1-head {
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+	}
+
+	.f1-title {
+		margin: 0;
+		font-family: var(--sans);
+		font-size: 1.05rem;
+		color: var(--text-primary);
+	}
+
+	.f1-desc {
+		margin: 0;
+		font-family: var(--sans);
+		font-size: 0.9rem;
+		color: var(--text-muted);
+		line-height: 1.55;
+	}
+</style>