Redesign system interconnections display: group by health, inline diagnoses
Remove misleading Reputation -> Era Gates connection (score 0 meant "already sufficient," not broken). Add diagnosis and eventLabel fields to each connection. Group output: broken links first with [!!] and plain-language explanation, then healthy links as compact one-liners. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -6,7 +6,9 @@ export interface SystemConnection {
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to: string;
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score: number;
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evidence: string;
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diagnosis: string;
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events: number;
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eventLabel: string;
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}
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export interface InterconnectionResult {
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@@ -139,11 +141,16 @@ export function analyzeSystemInterconnections(
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}
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}
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const score = events > 0 ? scoreFromDelta(totalDelta, events, 5) : 0;
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const avgDelta = events > 0 ? (totalDelta / events).toFixed(1) : '0';
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connections.push({
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from: 'Research', to: 'Model Capability', score, events,
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eventLabel: 'research completions',
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evidence: events > 0
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? `${events} research completions, avg capability delta: ${(totalDelta / events).toFixed(1)}`
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? `${events} research completions, avg capability delta: ${avgDelta}`
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: 'No research completions observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No research completions observed'
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: `Research completions did not improve model capability (avg delta: ${avgDelta})`,
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});
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}
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@@ -162,9 +169,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 && totalDelta > 0 ? Math.min(10, Math.round((totalDelta / events / 100) * 10)) : 0;
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connections.push({
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from: 'Research', to: 'Infrastructure', score, events,
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eventLabel: 'research completions',
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evidence: events > 0
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? `${events} research completions, avg FLOPS delta: ${(totalDelta / events).toFixed(0)}`
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: 'No research completions observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No research completions observed'
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: `Research completions did not increase compute FLOPS`,
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});
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}
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@@ -181,11 +192,16 @@ export function analyzeSystemInterconnections(
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}
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}
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const score = events > 0 ? scoreFromDelta(totalDelta, events, 3) : 0;
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const avgChange = events > 0 ? (totalDelta / events).toFixed(1) : '0';
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connections.push({
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from: 'Talent', to: 'Training', score, events,
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eventLabel: 'hiring spikes',
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evidence: events > 0
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? `${events} hiring spikes, avg capability change: ${(totalDelta / events).toFixed(1)}`
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? `${events} hiring spikes, avg capability change: ${avgChange}`
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: 'No significant hiring events observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No significant hiring events observed'
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: `Hiring had no effect on training capability (avg delta: ${avgChange})`,
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});
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}
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@@ -204,9 +220,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 && totalDelta > 0 ? Math.min(10, Math.round((totalDelta / events) * 5)) : 0;
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connections.push({
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from: 'Talent', to: 'Enterprise', score, events,
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eventLabel: 'hiring spikes',
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evidence: events > 0
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? `${events} hiring spikes, avg enterprise contract delta: ${(totalDelta / events).toFixed(1)}`
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: 'No hiring events observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No hiring events observed'
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: `Hiring did not lead to enterprise contracts`,
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});
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}
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@@ -225,9 +245,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 ? Math.min(10, Math.max(0, Math.round((totalDelta / events) * 20))) : 0;
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connections.push({
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from: 'Infrastructure', to: 'Revenue', score, events,
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eventLabel: 'compute expansions',
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evidence: events > 0
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? `${events} compute growth events, avg revenue growth: ${((totalDelta / events) * 100).toFixed(1)}%`
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: 'No compute growth events observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No compute growth events observed'
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: `Compute growth did not increase revenue`,
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});
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}
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@@ -249,9 +273,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 ? Math.min(10, Math.max(0, Math.round((totalDelta / events) * 10))) : 0;
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connections.push({
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from: 'Models', to: 'Revenue', score, events,
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eventLabel: 'model deployments',
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evidence: events > 0
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? `${events} model deployments, avg revenue change: ${((totalDelta / events) * 100).toFixed(1)}%`
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: 'No model deployments observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No model deployments observed'
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: `Model deployments did not increase revenue`,
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});
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}
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@@ -270,34 +298,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 && totalDelta > 0 ? Math.min(10, Math.round((totalDelta / events) * 5)) : 0;
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connections.push({
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from: 'Models', to: 'Enterprise', score, events,
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eventLabel: 'model deployments',
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evidence: events > 0
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? `${events} deployments, avg enterprise contract delta: ${(totalDelta / events).toFixed(1)}`
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: 'No model deployments observed',
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});
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}
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// Reputation → Era gates
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{
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let score = 0;
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const eraChanges = [];
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for (let i = 1; i < metrics.length; i++) {
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if (metrics[i].era !== metrics[i - 1].era) {
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eraChanges.push({ tick: metrics[i].tick, repBefore: metrics[i - 1].reputation });
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}
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}
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if (eraChanges.length > 0) {
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let bindingCount = 0;
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for (const ec of eraChanges) {
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const before = findMetricAtTick(metrics, ec.tick - 120);
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if (before && (ec.repBefore - before.reputation) > 1) bindingCount++;
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}
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score = Math.min(10, Math.round((bindingCount / eraChanges.length) * 10));
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}
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connections.push({
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from: 'Reputation', to: 'Era Gates', score, events: eraChanges.length,
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evidence: eraChanges.length > 0
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? `${eraChanges.length} era transitions observed`
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: 'No era transitions observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No model deployments observed'
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: `Model deployments did not attract enterprise contracts`,
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});
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}
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@@ -320,9 +327,13 @@ export function analyzeSystemInterconnections(
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const score = events > 0 ? Math.min(10, Math.max(0, Math.round((totalDelta / events) * 10))) : 0;
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connections.push({
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from: 'Funding', to: 'Growth', score, events,
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eventLabel: 'funding rounds',
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evidence: events > 0
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? `${events} funding rounds, avg revenue growth: ${((totalDelta / events) * 100).toFixed(1)}%`
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: 'No funding rounds observed',
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diagnosis: score >= 7 ? 'Strong link'
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: events === 0 ? 'No funding rounds observed'
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: `Funding rounds did not boost revenue`,
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});
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}
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@@ -338,11 +349,16 @@ export function analyzeSystemInterconnections(
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}
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}
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const score = totalSamples > 0 ? Math.min(10, Math.round((wellUtilizedCount / totalSamples) * 10)) : 0;
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const pct = totalSamples > 0 ? ((wellUtilizedCount / totalSamples) * 100).toFixed(1) : '0';
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connections.push({
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from: 'Compute', to: 'Serving', score, events: totalSamples,
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eventLabel: 'utilization samples',
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evidence: totalSamples > 0
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? `${wellUtilizedCount}/${totalSamples} samples with healthy utilization (20-95%)`
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: 'No compute capacity observed',
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diagnosis: score >= 7 ? 'Strong link'
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: totalSamples === 0 ? 'No compute capacity observed'
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: `Only ${wellUtilizedCount}/${totalSamples} samples (${pct}%) in healthy utilization range (20-95%)`,
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});
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}
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