LLM
Multi-Agent System Automates LLM Prompt Optimization
New research introduces an evaluation-driven multi-agent workflow that automatically optimizes prompt instructions for improved LLM instruction following performance.
multi-agent AI
LLM research
Can AI Crowds Predict Better? Deliberation in LLM Forecasting
New research explores whether deliberation improves LLM-based forecasting, examining how AI agents can leverage collective reasoning to make better predictions through structured discussion.
multi-agent AI
Multi-Agent AI Systems: CrewAI, LangGraph & Docker Guide
A comprehensive technical guide to building production-ready multi-agent AI systems using CrewAI for agent orchestration, LangGraph for workflow graphs, FastAPI for APIs, and Docker for deployment.