Reviewing Model Collapse and Countermeasures
arXiv:2608.21366v1 Announce Type: new Abstract: Driven by massive amounts of webscale data, generative AI GenAI has achieved remarkable progress, enabling various applications in diverse sectors.
Stay up to date with the latest AI industry news.
arXiv:2608.21366v1 Announce Type: new Abstract: Driven by massive amounts of webscale data, generative AI GenAI has achieved remarkable progress, enabling various applications in diverse sectors.
arXiv:2608.21372v1 Announce Type: new Abstract: This report summarizes the work conducted on the Game of Hidden Rules GOHR, focusing on reinforcement learning agents trained to infer hidden rules from trialanderror feedback, representation design, rule difficulty analysis, transfer learning,...
arXiv:2608.21374v1 Announce Type: new Abstract: Literature reviews are essential to scientific progress, but rigorously evaluating automatically generated reviews remains difficult because many aspects of research utility depend on expert judgment rather than referenceoverlap metrics.
arXiv:2608.21375v1 Announce Type: new Abstract: Heterogeneous agentic retrievalaugmented generation RAG systems increasingly orchestrate external APIs, internal databases, vector stores, and graph stores.
arXiv:2608.21379v1 Announce Type: new Abstract: Student burnout is highly prevalent in higher education, with reported rates ranging from 12% to over 70% and consistently exceeding those of the working population yet it is typically identified only retrospectively, after academic decline has...
arXiv:2608.21382v1 Announce Type: new Abstract: Multiplechoice benchmarks fix the questions and the correct answers, but not the harness: the order of the options, the wording of the prompt, and whether a language model's answer is read from generated text or from peroption likelihoods.
arXiv:2608.21393v1 Announce Type: new Abstract: Running large language models inside enterprise environments has always bumped up against a practical wall: the data lives in one place, the AI horsepower sits somewhere else, and moving sensitive records between the two creates real headaches around...
arXiv:2608.21408v1 Announce Type: new Abstract: Due to the widespread accessibility of the internet and social media, toxic and hateful content has grown exponentially, causing significant distress and negative societal impacts.
The AI hedge fund went from "the talk of Wall Street" to "subject of federal subpoenas" faster than you can say "diversify your portfolio."
OpenAI banned Russiaorigin accounts using AI to promote a fake Israelbased think tank and a “sovereignty” index praising Russia and criticizing the West.
Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.
Wire It, Run It, Deploy It: AI Workflows in Gradio