The term “shameless” connotes a lack of embarrassment or moral restraint. Seeking a lexical substitute, “unabashed” offers a nuanced alternative, maintaining a similar denotation but softened by a connotation that suggests confidence over blatant disregard. In certain contexts, “brazen” might be an appropriate hypernym, denoting audacity with a bolder, even defiant connotation. Similarly, “bold” serves as a versatile hyponym, capturing both the adjective’s assertive aspect and its applicability across various domains. When aligning with cultural nuances, “insouciant” may provide a contextually fitting adaptation, especially in settings where nonchalance better embodies the intended message. Finally, the semantic prosody of “shameless” often tilts negatively, making a shift towards terms like “uninhibited” or “fearless” a more positively skewed choice for certain audiences.

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