Trust & Transparency

Data Health

Every claim on InsightNodes is supposed to trace to a real, working source. Rather than asking you to take that on faith, this page publishes the same automated link check we run on ourselves — on a schedule, unedited.

No check has run yet. This page populates automatically once the weekly citation check job runs.

Graph Integrity

Graph anomalies

Computed fresh from the live graph on every visit — five structural and freshness checks across all 546 entities and 2321 relationships, the same class of check that caught a real missing connection between Prometheus and Jeff Bezos earlier in this project.

0

Broken relationship targets

0

Self-referencing relationships

0

Duplicate relationships

41

One-directional high-importance edges

0

Stale Critical/Very High entities

One-directional high-importance edges (41, showing 15)

  • "CUDA" has a Critical-importance "supports" relationship to "AI Accelerators", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "CUDA" has a Very High-importance "enables" relationship to "AI Data Centers", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "ASML" has a Critical-importance "enables" relationship to "AI Accelerators", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Broadcom" has a Very High-importance "supports" relationship to "AI Accelerators", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Chip-on-Wafer-on-Substrate" has a Critical-importance "enables" relationship to "High Bandwidth Memory", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Chip-on-Wafer-on-Substrate" has a Critical-importance "enables" relationship to "AI Accelerators", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Extreme Ultraviolet Lithography" has a Critical-importance "enables" relationship to "AI Accelerators", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "AI Data Centers" has a Critical-importance "drives-demand-for" relationship to "High Bandwidth Memory", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Microsoft Azure" has a Critical-importance "competes-with" relationship to "Alphabet (Google)", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Amazon Web Services" has a Critical-importance "competes-with" relationship to "Alphabet (Google)", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "AI Infrastructure Capital Expenditure Boom" has a Critical-importance "drives-demand-for" relationship to "NVIDIA", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "AI Infrastructure Capital Expenditure Boom" has a Critical-importance "enables" relationship to "AI Data Centers", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Apple" has a Very High-importance "competes-with" relationship to "Samsung Electronics", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "Reliance Jio (Jio Infocomm)" has a Very High-importance "uses" relationship to "NVIDIA", but that entity records no relationship back — check whether a reciprocal edge is missing.
  • "OpenAI" has a Critical-importance "competes-with" relationship to "Alphabet (Google)", but that entity records no relationship back — check whether a reciprocal edge is missing.

Last computed July 29, 2026 at 3:56 AM UTC — this recalculates fresh on every page load, so the timestamp just reflects when you last opened this page, in UTC (your local time may show an earlier or later calendar date, depending on your time zone).