From Multi-Agent to Single-Agent: When Is Skill Distillation Beneficial?
From Multi-Agent to Single-Agent: When Is Skill Distillation Beneficial? explores A framework that predicts and optimizes when to distill multi-agent system skills into a single agent for significant cost and latency reduction.. Commercial viability score: 7/10 in Multi-Agent Systems.
Updated 4 hours ago
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $10K - $14K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Builds On ThisAgentArk: Distilling Multi-Agent Intelligence into a Single LLM AgentViability: 6.0
- Builds On ThisAgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject PruningViability: 6.0
- Builds On ThisAgent Skill Framework: Perspectives on the Potential of Small Language Models in Industrial EnvironmentsViability: 6.0
- Builds On ThisEffiSkill: Agent Skill Based Automated Code Efficiency OptimizationViability: 4.0
- Prior WorkPACED: Distillation at the Frontier of Student Competence