📑 前沿论文

Paper Readings

Deep dives into the latest AI, ML, and systems research papers.

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2026-07-25
Deep Dive into RESOURCE2SKILL: How Multimodal Skill Wikis Reshape Agent Competencies & TalentMe's Architecture

A comprehensive analysis of arXiv:2606.29538 (RESOURCE2SKILL), exploring multimodal resource distillation, hierarchical Skill Wikis, MetaBrowse selection, and practical applications for TalentMe's hybrid search & MCP engine.

#agent-skills#resource2skill#mcp#rag#obsidian-pkm#ai-architecture#talentme
2026-07-19
Attention Is All You Need: The Foundation of Modern LLMs

A deep dive into the seminal paper that introduced the Transformer architecture, replacing RNNs with self-attention mechanisms and forever changing NLP.

#transformer#deep-learning#nlp#machine-learning#ai-research#self-attention#google-research
2026-07-19
Qwen-AgentWorld: Language World Models for General Agents

A deep dive into Alibaba's Qwen-AgentWorld, exploring how language-based world models are revolutionizing agentic environment simulation and offline RL training.

#agentic-ai#world-models#reinforcement-learning#llms#qwen#alibaba
2017-06-12
Attention Is All You Need

The seminal paper by Google Brain that introduced the Transformer architecture, replacing recurrent neural networks with self-attention mechanisms and revolutionizing natural language processing.

#机器学习#自然语言处理#Transformer