Winnowing
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Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets
arXiv:2605.28510v2 Announce Type: replace Abstract: Large language models (LLMs) for code completion and generation are increasingly used in software development, yet they may reproduce training examples verbatim and without authorship attribution, raising legal and ethical concerns around plagiarism and license compliance. Classical fingerprint-based plagiarism detectors based on fingerprinting, such as Winnowing, remain highly effective, yet the inspection requires comparing fragments of...
Book Dedications
To my sister, Dr. Soma Mohammed Mohammed Baroud. I write your name in full, because that is how it appeared on the white body bag that held your remains soon after the bomb was dropped. Dedications A random assortment of book dedications.
California Democrats Avoided the Worst-Case Scenario
As with pretty much everything involving California governance, discerning the state’s election results can devolve into a big, unruly mess. To wit, Tuesday’s primary—particularly the free-for-all campaign for governor to succeed Gavin Newsom—remains too muddled to call, with millions of outstanding ballots likely yet to be counted. At minimum, though, we can speak with some preliminary clarity, let’s call it, on the contest.
Could Democrats be shut out of the California governor’s race?
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