novel
novel on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on novel in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around novel, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
How much work in progress can a workshop submission be [R]
Considering your progress, submitting to the workshop is a viable option. You’ve established a foundation—a functional algorithm addressing problem A using principle "x mini"—and possess a clear plan to extend it to problems A and B, underpinned by supporting mathematics. Presenting this existing implementation, experimental results, and your future roadmap demonstrates substantial work and a compelling vision. This approach highlights innovation focused on the broader A and B solution, rather than solely on the initial, less novel, implementation.
Automated Plagiarism with LLM-remixers [D]
The landscape of academic publishing is rapidly shifting. A concerning trend has emerged: automated plagiarism leveraging Large Language Models (LLMs). Authors are now remixing existing papers, particularly those sourced from arXiv, identifying gaps and commented-out material, then prompting LLMs to synthesize new text while minimizing syntactic overlap. This process yields papers designed to circumvent plagiarism checks, raising serious ethical concerns. We are now actively addressing this new form of LLM-augmented plagiarism, signaling a potential collapse of academic ethics.