Freelancers use generative AI to support exploratory skill acquisition but not as their main resource due to reliability issues, leading to a shift toward survival-oriented upskilling and the emergence of invisible competencies that lack market validation.
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cs.HC 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Readers see AI disclosure in writing as more necessary than writers, particularly for irreplaceable and direct AI contributions, with intentionality showing opposite effects on each group and effort showing none.
citing papers explorer
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Upskilling with Generative AI: Practices and Challenges for Freelance Knowledge Workers
Freelancers use generative AI to support exploratory skill acquisition but not as their main resource due to reliability issues, leading to a shift toward survival-oriented upskilling and the emergence of invisible competencies that lack market validation.
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What Influences Readers' and Writers' Perceived Necessity of AI Disclosure?
Readers see AI disclosure in writing as more necessary than writers, particularly for irreplaceable and direct AI contributions, with intentionality showing opposite effects on each group and effort showing none.