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Tag: AI capabilities

9Dec

Autonomous Agents Built on Large Language Models: What They Can Do and Where They Still Fail

Posted by JAMIUL ISLAM — 0 Comments
Autonomous Agents Built on Large Language Models: What They Can Do and Where They Still Fail

Autonomous agents built on large language models can plan, act, and adapt without constant human input-but they still make mistakes, lack true self-improvement, and struggle with edge cases. Here’s what they can do today, and where they fall short.

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large language models generative AI model compression LLM efficiency developer productivity AI ROI responsible AI generative AI ROI AI attribution challenges isolate AI impact AI measurement ROI for AI faithful AI fine-tuning supervised fine-tuning RLHF AI hallucinations QLoRA reasoning faithfulness LLM latency LLM cost metrics
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