All published AI news and analysis.

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.

Researchers have introduced the "Agentic Self-Improvement" framework to enhance control and reliability in black-box Image-to-Video (I2V) models. This two-stage approach uses a multimodal LLM for prompt refinement and Bayesian optimization for hyperparameter tuning, significantly improving adherence to user intent.

Researchers have developed a framework for automatically constructing Dynamic Master Logic (DML) models as Knowledge Graphs (KG-DML) using Retrieval-Augmented Generation and Large Language Models. This approach automates the creation of hierarchical system behavior representations from technical documentation, extending previous work to more complex systems.

Model ML now leverages GPT-5.6 Sol to streamline finance work, automating tasks from research and analysis to generating editable PowerPoint and Excel outputs. This integration aims to enhance efficiency in financial operations.

AIOS is a local-first AI agent bootstrap project. It leverages Playwright Browser MCP and ContextDB to support various AI CLI tools like Codex, Claude Code, and Gemini.

Holon is a new local workbench designed for AI agents to perform continuous work across sessions and events. It introduces a "work-first" task model, explicitly managing goals, plans, and progress to enable agents to resume tasks after interruptions or external triggers.

OpenAI has introduced GPT-5.6-Cyber, a new model specifically designed for cybersecurity applications. This model is accessible via Daybreak Red for authorized users engaged in vulnerability research, exploit validation, and security testing.

Deuz-AI has released version 2.0.0 of its Deuz SDK, a zero-dependency TypeScript framework for building production-ready AI agents. This update introduces support for multiple LLM providers, durable execution, long-term memory, and hybrid RAG capabilities.

Jason Colapietro has released Suede Creator Skills, a collection of 71 open-source agent skills for Claude Code and Codex. These skills cover a wide range of business and development tasks, including SEO, marketing, code review, and operations.

CowAgent is an open-source AI assistant and agent harness designed for planning tasks, running tools, and self-evolving with memory. It supports multiple models and channels, offering a lightweight and extensible solution.