AI agents differ from standard chatbots by using tools, memory, and rules to complete multi-step tasks independently. Companies like OpenAI and Anthropic view these systems as the next major step in AI development. While agents can automate repetitive work, they are more expensive and harder to test than simple models. Developers must balance agent autonomy with strict guardrails to prevent errors and manage costs effectively.
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