Effective AI Agents // How Close Are We to Full Autonomy? People envision sci-fi-like autonomous AI agents, but for now, we are only taking the first steps toward autonomy with LLM-in-the-loop pipelines. sbagency · Follow 4 min read · Just now — Fully autonomous agents are a project for the distant future, but now is the right time to start working on them. Current agentic systems are merely LLM-in-the-loop pipelines equipped with memories, tools, and other components. Autonomy begins when self-learning and reflection take place, when agent could modify itself at run-time. Current state of AI Agents https://www.anthropic.com/research/building-effective-agents What are agents? “Agent” can be defined in several ways. Some customers define agents as fully autonomous systems that operate independently over extended periods, using various tools to accomplish complex tasks. […]
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