An abstraction is a high-level concept that groups things together while not considering some of their differences.
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An abstractionAbstraction is the process of simplifying a high-level conceptsystem by capturing only the essential features needed for your purpose, while deliberately ignoring irrelevant details. In AI alignment, effective abstraction means creating models or concepts that groups things together whilegenuinely reflect what matters for reasoning or control, not considering some of their differences.just convenient proxies. If the abstraction misses important structure, it can fail dramatically when optimized or applied in new situations. The challenge is to develop abstractions that remain valid and useful, even as systems scale or face new pressures.