AI Collaboration: 'AI Councils' Outperform Single Models
UPSC Relevance
Prelims: Science and Technology (Artificial Intelligence - AI, Large Language Models - LLMs).
Mains:
General Studies Paper 3 (S&T): Science and Technology- developments and their applications and effects in everyday life; Awareness in the fields of Artificial Intelligence. This is a new development in the field of AI architecture and problem-solving.
Key Highlights from the News
A new study finds that multiple Artificial Intelligence models working together like a "council" achieve better results than a single model working alone. 🤝
This method involves several Large Language Models (LLMs) discussing a topic (debated and reached consensus) and reaching a common conclusion.
The fact that AI often gives different answers to the same question (response variability) is usually seen as a drawback. However, this study shows that this diversity can actually help find more improved and adaptable answers (adaptive reasoning).
This experiment was successfully conducted in the US Medical Licensing Examination.
This finding opens up new avenues for enhancing AI capabilities.
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