automated
automated 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 automated 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 automated, 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.
Presentation: Rewriting All of Spotify's Code Base, All the Time
Spotify undertook a monumental task: rewriting its entire codebase, continuously. This presentation, delivered by Jo Kelly-Fenton and Aleksandar Mitic, details the creation of "Honk," an AI coding agent designed to manage this complex fleet-wide migration. Learn key architectural insights, including decoupling CI verification and addressing automated pull request bottlenecks. The team drove aggressive standardization across thousands of repositories, demonstrating a future-focused approach to data management. For further exploration of AI's impact on software development, see our article on "Top 5 Claude Skills for Writing."
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.