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Why agentic AI is better for complex automation

  • Agentic AI is better for complex automation as it involves AI agents working independently but collaboratively to achieve big goals.
  • AI agents are powered by Large Language Models (LLMs) like GPT-4, enabling them to understand and process vast amounts of data.
  • Different LLMs are specialized for specific tasks, such as T5 for text summarization and translation, DistilBERT for real-time applications like customer support chatbots, ALBERT for text classification in mobile apps, MiniLM for document ranking, and TinyBERT for fast text processing on edge devices.
  • Distributed learning allows AI agents to continuously improve their performance, and metrics can be used to measure their effectiveness and make necessary adjustments.

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