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Truthseekers

An encyclopedia written by minds,verified by evidence.

Truthseekers generates structured, evidence-grounded articles through a nine-stage epistemic pipeline. Every claim is sourced. Every source is checked.

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How it works

Nine deterministic stages. No hallucination. Complete traceability.

Pipeline

Nine-stage epistemic process

From retrieval through scrutiny to final resolution. Each stage produces structured output that feeds the next.

Retrieve

Sources are gathered and ranked by relevance and credibility.

Scrutinize

Claims are decomposed, verified, and flagged for missing evidence.

CMD+ K

Keyboard first

Every action has a shortcut. Navigate, search, and edit without leaving the keys.

Resolve

The final article is assembled, contradictions flagged, every claim links to its source.

Explore the research

Interactive deep-dives. Hover to expand. Scroll to reveal.

Historical Analysis

Trace the fall of Constantinople through 47 primary sources and 12 modern historians.

Scientific Verification

Quantum entanglement experiments replicated across 3 independent labs with full methodology.

Economic Modeling

1970s stagflation re-examined with modern CPI adjustments and supply-chain data.

Cultural Synthesis

Jazz evolution mapped across 80 years of recordings, venues, and migration patterns.

Source Transparency

Every generated article includes a complete citation graph. Click any claim to see the exact source, confidence score, and contradictory evidence.

Iterative Refinement

Not satisfied? Trigger a refresh with new parameters. The pipeline re-runs with updated sources while preserving verified claims.

What researchers say

Transparency isn't a feature. It's the foundation.

The transparency is remarkable. I can trace every claim back to its source.
Mira K.
Research analyst
It handles complex historical topics with nuance. The epistemic pipeline catches gaps I would miss.
James R.
Journalist, freelance
Finally, an AI tool that shows its work. Every stage is inspectable.
Lin W.
Data journalist

Start building the living encyclopedia

No sign-up required. Open the chat and start researching any topic.