Paper page - ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
… Ships 65+ Markdown-defined skills, 5 end-to-end workflows, and a 3-stage evidence-to-claim audit cascade. …
… Ships 65+ Markdown-defined skills, 5 end-to-end workflows, and a 3-stage evidence-to-claim audit cascade. …
…Finally, it employs an image generation model to supplement textures, materials, and photorealism. In this workflow, code serves as a controllable intermediate canvas bridging linguistic reasoning and pixel synthesis, seamlessly integrating programmatic…
… The breakdown of image generation, personalization, and video generation was particularly helpful in understanding how AI is transforming artistic workflows. …
… While researching, I found this resource on Hugging Face model integration with RunPod, covering AI model setup, image generation, and diffusion workflows: https://mobisoftinfotech.com/resources/blog/flux-on-runpod-using-comfyui . …
… AI-generated summary High-performance computing HPC is increasingly important for scalable quantum chemistry workflows that couple classical generative models, quantum circuit simulation , and selected configuration interaction postprocessing. …
… The following papers were recommended by the Semantic Scholar API Reasoning-Aware Training for Time Series Forecasting 2026 TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting 2026 CastFlow: Learning Role-Specialized Agentic Workflows for Time Series Forecasting 202… …
… AI-generated summary Claw-style environments support multi-step workflows over local files, tools, and persistent workspace states. …
… A key limitation is the inability of LLMs to effectively leverage biomedical tools, which clinical experts and biomedical researchers rely on extensively in daily workflows. …
…If you can confirm that works for you and I'll put a note on the article 👍 · Yes, adding connector manually works, thank you. This makes my workflow so much easier. I…
… Conclusions: Domain-specific pre-deployment audit may provide a practical foundation for governing medical research agent skills , complementing general-purpose quality checks with structured audit workflows tailored to scientific use cases. …