1. OtherScore85

    Flyto2 Core: Open-Source Kernel for AI-Agent Workflows

    Flyto2 Core is an open-source execution kernel designed for automation and AI-agent workflows. It offers a registry of modules, MCP-native transport, and features like YAML recipes, evidence capture, and versioning.

    Source: GitHub repository flytohub/flyto-core Full analysis
  2. AI ToolsScore78

    Agentic Self-Improvement Framework for Image-to-Video Generation

    Researchers have introduced an 'Agentic Self-Improvement' framework to enhance control and reliability in Image-to-Video (I2V) generation. This approach reframes video synthesis as a goal-directed optimization process, addressing the trial-and-error nature of current black-box models.

    Source: arXiv (cs.CV, cs.AI, cs.MM) Full analysis
  3. Research PapersScore75

    Automated Construction of Knowledge Graph-Based Dynamic Master Logic Models Using LLMs and RAG

    This research introduces a framework for automatically constructing Dynamic Master Logic (DML) models as Knowledge Graphs (KG-DML). The approach leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to process system descriptions, overcoming the limitations of manual expert interpretation for complex systems.

    Saman Marandi, Yu-Shu Hu, Mohammad Modarres. (2026). Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models. arXiv. Full analysis