The autonomous research engine behind every report. It searches, verifies, challenges its own conclusions, and delivers decision-ready intelligence — before you step in.
Every report follows the same sequence. The depth of each stage scales with the question, but the structure never changes.
Aurum analyzes your question and selects the research template that fits. Each mode shapes the search strategy, source priorities, analytical framework, and output structure.
Every report uses the full pipeline. The difference is how many rounds of research, how many sources, and how many times the adversarial review pushes back.
Every source is graded before it enters the evidence base. The grade affects how much weight it carries in the analysis and how it is cited in the final report.
After the research agent builds its case, a separate evaluation process scores the work and decides whether it is good enough to deliver. This is not a simple check — it is structured criticism.
Aurum uses the Sherman Kent / NATO standard for expressing uncertainty. Every conclusion carries a probability estimate with defined meaning — not vague hedging.
This framework ensures that when Aurum says "probable," it means 75–92% confidence based on the available evidence — not a feeling. Every finding in every report carries this calibration.
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