harshilmathur

Auto-Decision Engine: iterative decision simulation using autoresearch principles and a persona council. Decomposes decisions, generates competing hypotheses, simulates first/second-order effects with probabilities, critiques via anonymized peer review, and iterates until insights stabilize mechanically. The output is a possibility map — hypotheses, effects, council disagreements, adversarial scenarios, assumptions — with a recommendation synthesized at the end, not as the product.