Evaluating AI Alignment in LLMs: Output Analysis of Value Priorities Across 75 Models with Human Benchmarking

In three linesAlignment evaluation across 75 LLMs benchmarked against 376 humans. Qualitative analysis derives 6 themes of optimal AI functioning (Performance, Adaptive Capacity, Social Good, Ethics and Responsibility, Relational Integration, Agency). Models reproduce human value ordering but systematically exaggerate differences. Profile fidelity does not correlate with model size or recency.

Summary generated by Claude — human-verified