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A [logical framework] that is open to external influence—new axioms, new rules, new forms of reasoning can be [incorporated] as the system evolves. Unlike closed logical systems, which are fixed and self-contained, open logical systems can grow, adapt, and transform in response to new insights, challenges, or contexts. Open systems are characteristic of living traditions of thought (science, philosophy, common law) that develop over time without losing identity. They're also characteristic of healthy minds, which can learn without collapsing. Open logical systems are messy, [unpredictable], and alive—the opposite of the clean, dead certainty of closed systems.
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