In the news
ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL
arXiv cs.AI · Published · 3 min read
In 30 seconds
- agent
- agentic
- llm
- language model
- lora
The patterns behind this
- Context Lifecycle Management
- Context Window Management UI
- Proactive Clarification & Active Disambiguation
Each one covers how the technique works, when it earns its cost, and where it breaks.
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