LLM-based multi-agent systems (MAS) face challenges in communication efficiency, scalability, and optimization methods.
LLM based multi-agent systems (MAS) for collaborative problem-solving.
**Key Insights from this Paper** 💡:
• OPTIMA significantly improves both communication efficiency and task effectiveness
• Demonstrates potential for enhancing inference-time scaling laws
• Shows ability to transfer knowledge to out-of-distribution tasks
• Highlights importance of efficient communication in MAS and LLM systems
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Generated this podcast with Google's Illuminate.
Just found an API for lots of datasets, and it seems you can access them for free!
https://t.co/RFTWJR6YLL
These ones caught my eye but there's lots of other interesting datasets
What can you build with this?
And who knows of other datasets/APIs?
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