AI consensus scoring · Beta

What actually happened — not what they want you to think

internerds reads every major outlet so you don't have to. Our AI cross-references claims across sources, assigns a consensus confidence score, and shows you why coverage diverges — not just that it does.

High consensus

Core facts corroborated across 6+ independent sources. The claim holds.

Mixed coverage

Outlets agree on events but frame causes differently. We show you the fault lines.

Disputed

Significant factual conflicts detected. Read our reasoning before deciding.

More than a bias label

Cross-source consensus scoring

Every claim gets a confidence score based on how independently it is corroborated — not just how many outlets ran it.

Reasoning chain, not a verdict

See exactly which sources agree, which conflict, and why — so you can evaluate the AI's logic yourself.

Narrative divergence detection

When outlets cover the same event differently, we surface the framing choices — word selection, omission, emphasis.

Historical narrative tracking

Watch how a story's consensus score shifts over days as new evidence surfaces and early claims get corrected.

Truth is accessible — not just to experts

Free access to consensus-scored summaries. Upgrade for full source breakdowns, topic alerts, and historical narrative tracking.

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