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Switch to Ubuntu 22.04 base image (GLIBC 2.35+ natively supports 2.32) and upgrade to Python 3.12 via latest Miniconda for better package compatibility.

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	jupyterlab==4.5.7
	tornado==6.5.5
	ipywidgets==8.1.8