id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
american_scientific_journal-11648	Yana Pidhorna	The Use of Artificial Intelligence in the Nail Industry: from Trend Forecasting to Process Automation	2025	9	.pdf	application/pdf	2976	185	36	Keywords: automation; artificial intelligence; nail industry; personalization; trend forecasting; robotics; digitalization. Platforms utilize convolutional neural networks to deconstruct nail designs into fundamental components such as shapes, textures, and color combinations.	cache/american_scientific_journal-11648.pdf	txt/american_scientific_journal-11648.txt