HuggingFace ships a multi-agent economic simulation on a 3B parameter model.

Research on regret minimization algorithms that adapt to opponent behavior in repeated games.

Discussion prompt about AI systems failing discovery-oriented work by prematurely converging on answers.

Exploration of using AI agents for test-driven development with a specify-encode-fulfill methodology.

OpenLumara is a hand-coded, token-efficient AI agent framework designed for local LLMs with a modular architecture.

AutoGPT repository listing with no new technical development highlighted.

LangChain repository listed as 'agent engineering platform' with no technical detail.

Dify agentic workflow platform repository listing with no specific update.

NousResearch hermes-agent repository with minimal description and no body content.

Non-technical user asks for an explanation of Agent OS concept.

First Opus-class model with 1M token context window (beta), adaptive thinking with effort levels, and context compaction for sustained agentic tasks. Agent teams feature enables parallel subtask execution.

- Two interfaces: Editor View (synchronous coding) and Manager View (orchestrate parallel agents across workspaces)

Native multimodal model trained on 15T tokens mixing visual and textual data from the start. Agent Swarm technology coordinates up to 100 specialized agents simultaneously, reducing execution time by 4.5x for complex workflows.

- Runs entirely local, works with any LLM

Comprehensive survey of world model architectures and their applications in RL and autonomous systems. Provides taxonomy of approaches.

- Graph-based agent orchestration with cycles and state management