How one student used AI-generated summaries during a two-hour daily commute to move from average grades to a graduate offer.
This is a lightly-edited story from one of our early users. Names have been changed at her request, but the details are real.
The problem
Ada was a third-year computer science student with a two-hour round-trip commute to campus. Between the commute, a part-time job, and coursework she had almost no dedicated reading time — and her graduate applications were coming up.
The change
She started uploading every lecture PDF and every research paper into PDFalot the night before the commute. In the morning she'd read the AI summary on the train, then use Chat with PDF to fill in whatever the summary skipped. By the time she reached campus she was ready for the lecture instead of playing catch-up.
"The train used to be dead time. Now it's my most productive two hours of the day."— Ada, CS graduate
The result
Her grades in the final year moved up a full band. She sat four graduate interviews, got two offers, and accepted one at a large search company. She'd be the first to say the tool didn't do the work — but it gave her back the time to.
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