Spawn Freely, Act Sparingly: Progressive Risk Vesting for Recursive LLM-Agent Trees
cs.AI, cs.LG, math.PR
Submitted: 2026-09-01
Updated: 2026-09-01
Terminology
Sources
- AgentSpawn: Adaptive Multi-Agent Collaboration Through Dynamic Spawning for Long-Horizon Code Generation
- Overlaying Governance: A Compositional Authorization Framework for Delegation and Scope in Agentic AI
- Token Budgets: An Empirical Catalog of 63 LLM-Agent Budget-Overrun Incidents, with an Affine-Typed Rust Mitigation as a Case Study
- PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines
- Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents
- Recursive Agent Harnesses
- AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
- Risk-Sensitive Agent Compositions
- WebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web Search
- Safe Bilevel Delegation (SBD): A Formal Framework for Runtime Delegation Safety in Multi-Agent Systems
- Retrieval-Conditioned Topology Selection with Provable Budget Conservation for Multi-Agent Code Generation
- From Spark to Fire: Modeling and Mitigating Error Cascades in LLM-Based Multi-Agent Collaboration
- Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity
- Agent Contracts: A Formal Framework for Resource-Bounded Autonomous AI Systems
- LACUNA: Safe Agents as Recursive Program Holes
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