AI Agents: The Complete Guide
AI agents are systems that reason, plan and take actions in the real world using LLMs as their brain. AIWeekly tracks the fastest-moving agent frameworks, benchmarks and production case studies.
Latest on AI Agents
New AI Framework Enhances Lane-Change Prediction for Autonomous Vehicles
A new AI framework promises to significantly enhance the ability of autonomous vehicles to predict lane-change intentions and trajectories of multiple interacting vehicles. This development addresses a critical gap in existing prediction methods, which often focus on single vehicles or lack explicit manoeuvre information.
Beyond Least Privilege: Introducing 'Least Autonomy' for Agentic AI Systems
As AI systems become more autonomous and agentic, traditional security principles like 'least privilege' are proving inadequate. A new theoretical framework, 'Least Autonomy,' is proposed to address these evolving challenges, focusing on controlling not just permissions, but the AI's ability to combine, approve, and amplify actions.
Frequently asked questions
What is an AI agent?
An AI agent is a program that uses a large language model to plan and execute a sequence of steps toward a goal, calling external tools when it needs to.
Which AI agent framework should I use?
For most builders, start with the OpenAI Assistants API, Anthropic's Claude tool use, or open-source LangGraph. The right choice depends on your model, hosting and orchestration needs.