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PaperAgent
PaperAgent
Jan 26, 2026 · Artificial Intelligence

How Efficient Agents Are Redefining Memory, Tool Learning, and Planning in 2026

A joint survey by nine leading Chinese institutions outlines the efficiency crisis of modern AI agents and proposes three strategic directions—efficient memory, tool learning, and planning—detailing concrete mechanisms, representative models, and emerging trends for building high‑performing, low‑cost agents.

2026AI agentsAgentic AI
0 likes · 11 min read
How Efficient Agents Are Redefining Memory, Tool Learning, and Planning in 2026
Data Party THU
Data Party THU
Sep 13, 2025 · Artificial Intelligence

How AI is Revolutionizing Quantum System Modeling: A Comprehensive Review

This review surveys how artificial intelligence—through machine learning, deep learning, and large language models—enables researchers to characterize, predict, and reconstruct complex quantum systems, outlines a unified learning framework, discusses current breakthroughs and challenges, and envisions a future "quantum GPT" that could transform quantum science.

AIQuantum Physicsdeep learning
0 likes · 10 min read
How AI is Revolutionizing Quantum System Modeling: A Comprehensive Review