In the news
AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs
arXiv cs.AI · Published · 3 min read
In 30 seconds
- agent
- agentic
- llm
- retrieval
- tool use
The patterns behind this
- Speculative & Parallel Tool Execution
- Tool Retrieval (Tool RAG)
- Context Editing & Tool-Result Clearing
Each one covers how the technique works, when it earns its cost, and where it breaks.
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