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LLM assistant personas are becoming less coherent over time, even as models grow more capable. Older models felt like well-defined characters with predictable archetypes. Newer models like Claude Opus 4.6 and GPT-5.4 show more variability, sudden pivots, and insight-flashes, but their personas feel less constrained and less predictable.
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