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A new paper from Cambridge, NVIDIA, and other labs introduces the Red Queen Gödel Machine, a method where AI agents and their evaluators co-evolve to prevent stagnation. The approach avoids fixed benchmarks by allowing judges to improve at safe handoff points, leading to better performance in coding and paper writing tasks.
Recommends four open-source paper writing skill packs suitable for machine learning/computer vision/NLP and other fields, focusing on structure standardization, polishing and review, complete research workflow, and Chinese collaboration, supporting AI assistants such as Codex, Claude Code, and Gemini.
The author introduces Sisyphus Academica, an open-source research companion that evolved from an AI-assisted writing tool into a full research workflow manager, and seeks community feedback on features and development direction.
A report on an AI-assisted research tool that connects the entire research workflow through three Skills (scientific-toolkit, research-writing, office-academic), from data computation to paper writing to PPT creation. It supports one-click installation in Claude Code and Codex, with Chinese-first priority.
Awesome Rebuttal is an open-source project designed for papers in AI, NLP, robotics, and other fields. It helps authors analyze reviewer comments, plan supplementary experiments, and generate well-reasoned responses. It supports embedding into Cursor or Claude Code.
PaperSpine is a paper writing skill suite for Codex, Claude Code, and OpenClaw, which transforms AI writing into an auditable reasoning process through a writing rationale matrix, rather than black-box generation.
Academic Paper Skills is a paper writing skill framework for Claude Code, dividing the writing process into two phases: strategy and composition. It incorporates features like literature support, reviewer simulation, and quality checks to help users generate a first draft from a research idea.
PaperOrchestra is a pluggable skill pack for coding agents that converts unstructured research materials into a complete LaTeX paper using a five-agent pipeline, outperforming baselines on the PaperWritingBench benchmark.
O Bo was mentioned to solve the pain points of graduate students writing papers, implying that the product can help users be more efficient when using the web version of GPT for writing papers.
Recommends the open-source repository academic-research-skills, which provides a set of human-AI collaborative tools for the entire academic research workflow, including in-depth literature research, paper writing, peer review simulation, and citation audit. It supports AI assistance while keeping the user in control, suitable for graduate students and researchers.
PaperBanana is an open-source tool that uses a multi-agent pipeline to automatically generate high-quality academic illustrations from paper PDFs and user descriptions. It supports multiple AI providers such as GPT-Image and Gemini, and provides CLI, Python API, and a web interface.