DualSpec: Accelerating Deep Research Agents via Dual-Process Action Speculation
DualSpec: Accelerating Deep Research Agents via Dual-Process Action Speculation explores DualSpec accelerates deep research agents by heterogeneously speculating on actions based on confidence, achieving significant speedups.. Commercial viability score: 7/10 in Agents.
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 ThisAct While Thinking: Accelerating LLM Agents via Pattern-Aware Speculative Tool ExecutionViability: 5.0
- Builds On ThisOrchMAS: Orchestrated Reasoning with Multi Collaborative Heterogeneous Scientific Expert Structured AgentsViability: 6.0
- Builds On ThisWideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement LearningViability: 4.0
- Prior WorkMarco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric DesignViability: 7.0
- Prior Work
Related Resources
- AgentSpeak(glossary)
- Mixture-of-Agents(glossary)
- Agents(glossary)
- What is the future of AI agents according to Nothing's CEO?(question)
- How do LLM efficiency advancements impact the development of AI agents?(question)
- How does AgentXRay contribute to the explainability of AI agents in complex decision-making processes?(question)
- Agents – Use Cases(use_case)