A source-linked retrospective benchmark with a placebo control: we checked whether 3,445 documented life events from 570 famous lives fell inside the Vimshottari dasha periods the engine ranked strongest, and compared that against two controls.
The real-minus-placebo difference falls inside the confidence interval, so this benchmark shows no chart-specific skill. Any earlier reading of these numbers as evidence of accuracy was wrong.
This is a retrospective event-alignment benchmark, not a measure of prediction accuracy. The "blind test" set was inspected during method development and is labelled as a retrospective evaluation set. No causal claim, no individual reliability claim, no health/finance/legal guidance.
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