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SUMMARY:The Notebook Is the Backend: Serverless Grading for Jupyter(Lite) 
 - A. T. Darian
DTSTART;TZID=Europe/Paris:20261126T100500
DTEND;TZID=Europe/Paris:20261126T103500
DTSTAMP:20260930T112659Z
UID:pretalx-compute-paris-2026-RJNWZQ@pretalx.com
DESCRIPTION:An instructor has JupyterLite\, an institutional LMS\, and no 
 grading server. Can\na notebook assignment still move through authoring\, 
 distribution\, submission\,\nautomated grading\, review\, and collection?
 \n\nThis talk presents a serverless architecture where the `.ipynb` file i
 s the\ndurable assessment artifact. Rubrics\, lifecycle state\, scores\, a
 nd integrity\nchecks live in notebook metadata\; sensitive state is encryp
 ted. The Jupyter\nfrontend orchestrates work with commands\, cold async ge
 nerators\, bounded kernel\nleases\, and browser cryptography.\n\nA live SQ
 L-kernel demo will show a database assignment graded by comparing\nstructu
 red Jupyter outputs\, then reviewed\, certified\, and collected through an
 \nLMS boundary. The point is architectural: what can safely move into the
 \nnotebook and browser\, and what still needs an external authority?
LOCATION:Room 108
URL:https://pretalx.com/compute-paris-2026/talk/RJNWZQ/
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