adaptive frameworks

15 Powerful Python Libraries to Explore in 2025

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15 Powerful Python Libraries to Explore in 2025

In 2025, build various powerful applications with these 15 Python libraries. Long press to follow “Python Learning and Research Base”, join the reader group, and share more exciting content. In the technical ecosystem of Python, the rich and diverse libraries are a major highlight, greatly expanding the application boundaries of Python and serving as “power … Read more

Two Heads are Better Than One: The Adaptive Multi-Agent Framework M500 Achieves a 41% Improvement

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Two Heads are Better Than One: The Adaptive Multi-Agent Framework M500 Achieves a 41% Improvement

“Two Heads are Better Than One” (两个脑袋比一个好/双Agent更优) is an old saying in English. Researchers of the MAS-TTS framework have creatively applied this simple wisdom to LLMs, enabling multiple agents to collaborate like an expert think tank. Experimental data strongly demonstrates that in the face of complex problems, multi-agent systems achieve 60.0% performance, significantly outperforming single … Read more