Source-weighted fusion
Every source carries a reliability score. A filing outweighs an anonymous tweet; conflicts of interest are discounted automatically.
Three credible sources. Three different conclusions. Your AI picks one and sounds certain. Arbiter weighs every source by reliability and recency, fuses contradictory claims into a single scored verdict, and shows you exactly where the uncertainty lives.
No gut calls. No vibes. The reasoning is on the record.
Every source carries a reliability score. A filing outweighs an anonymous tweet; conflicts of interest are discounted automatically.
See where analysts actually disagree — every coherent interpretation, who supports it, and how confident you should be.
Claims lose weight as they age. Stale rumors don't pollute a live thesis.
Every claim has a source, a score, and a timestamp. Retrace the reasoning after the decision.
Available via API and MCP — connect from Claude, ChatGPT, or any agent. No CLI required.
Fluent answers, invented citations, contradictions smoothed over. What to do when you can't trust the confidence →
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