Analysis finds 11 of 106 links in VTU's CSE syllabus dead or taken over

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A developer checked all 106 links in the 88-page 2022 VTU CSE syllabus for 3rd and 4th semesters and found 11 that are dead or now point to unrelated content. All five nptel.ac.in links returned 404 errors, and one domain, nptelvideos.in, now redirects to a parked for-sale page. The developer built a tool called Bhoot Links to classify links and recover archived copies from the Wayback Machine, which restored eight of the failing links. For the nptelvideos.in link, the tool looked back through the archive to a February 2021 capture that still held the original lecture list. The results were produced on 29 October 2026 using Gemma and a Browserbase cloud browser.

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