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.
How it works
Nine deterministic stages. No hallucination. Complete traceability.
Nine-stage epistemic process
From retrieval through scrutiny to final resolution. Each stage produces structured output that feeds the next.
Retrieve
01Sources are gathered and ranked by relevance and credibility.
Scrutinize
02Claims are decomposed, verified, and flagged for missing evidence.
Keyboard first
Every action has a shortcut. Navigate, search, and edit without leaving the keys.
Resolve
03The final article is assembled, contradictions flagged, every claim links to its source.
Explore the research
Hover a panel to expand. Scroll the page 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.
Knowledge you can audit, not just read
Beyond polished articles, Truthseekers exposes the evidence underneath — what's contested, what's missing, and what's going stale.
Claim Graph
The global map of every claim, its evidence, and the contradictions between them.
Explore→Contested Claims
The most debated claims across the encyclopedia, ranked by contradiction level.
Explore→Open Questions
Claims missing evidence. Upvote gaps and submit sources you've found.
Explore→Stale Watch
Articles whose evidence is aging. See what needs re-verification first.
Explore→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.”
“It handles complex historical topics with nuance. The epistemic pipeline catches gaps I would miss.”
“Finally, an AI tool that shows its work. Every stage is inspectable.”
Start building the living encyclopedia
No sign-up required. Open the chat and start researching any topic.