Cover Image

SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chang, Edward Y., Geng, Longling
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ALAS: A Stateful Multi-LLM Agent Framework for Disruption-Aware Planning
by: Chang, Edward Y., et al.
Published: (2025)

RAudit: A Blind Auditing Protocol for Large Language Model Reasoning
by: Chang, Edward Y., et al.
Published: (2026)

EVINCE: Optimizing Multi-LLM Dialogues Using Conditional Statistics and Information Theory
by: Chang, Edward Y.
Published: (2024)

Diagnosing and Mitigating Sycophancy and Skepticism in LLM Causal Judgment
by: Chang, Edward Y.
Published: (2026)

Active Context Compression: Autonomous Memory Management in LLM Agents
by: Verma, Nikhil
Published: (2026)

SocraSynth: Multi-LLM Reasoning with Conditional Statistics
by: Chang, Edward Y.
Published: (2024)

CausalT5K: Diagnosing and Informing Refusal for Trustworthy Causal Reasoning of Skepticism, Sycophancy, Detection-Correction, and Rung Collapse
by: Geng, Longling, et al.
Published: (2026)

Unlocking the Wisdom of Large Language Models: An Introduction to The Path to Artificial General Intelligence
by: Chang, Edward Y.
Published: (2024)

Ensuring Ground Truth Accuracy in Healthcare with the EVINCE framework
by: Chang, Edward Y.
Published: (2024)

PestMA: LLM-based Multi-Agent System for Informed Pest Management
by: Shi, Hongrui, et al.
Published: (2025)

The Unified Cognitive Consciousness Theory for Language Models: Anchoring Semantics, Thresholds of Activation, and Emergent Reasoning
by: Chang, Edward Y., et al.
Published: (2025)

REALM-Bench: A Benchmark for Evaluating Multi-Agent Systems on Real-world, Dynamic Planning and Scheduling Tasks
by: Geng, Longling, et al.
Published: (2025)

Applying Cognitive Design Patterns to General LLM Agents
by: Wray, Robert E., et al.
Published: (2025)

Efficient LLM Safety Evaluation through Multi-Agent Debate
by: Lin, Dachuan, et al.
Published: (2025)

Internal Reasoning vs. External Control: A Thermodynamic Analysis of Sycophancy in Large Language Models
by: Chang, Edward Y.
Published: (2025)

Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models
by: Chang, Edward Y.
Published: (2024)

Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment
by: Wang, Liang, et al.
Published: (2026)

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games
by: Wu, Dekun, et al.
Published: (2023)

Persona Inconstancy in Multi-Agent LLM Collaboration: Conformity, Confabulation, and Impersonation
by: Baltaji, Razan, et al.
Published: (2024)

CoE: Collaborative Entropy for Uncertainty Quantification in Agentic Multi-LLM Systems
by: Sun, Kangkang, et al.
Published: (2026)

A Library of LLM Intrinsics for Retrieval-Augmented Generation
by: Danilevsky, Marina, et al.
Published: (2025)

Evaluating LLM Metrics Through Real-World Capabilities
by: Miller, Justin K, et al.
Published: (2025)

Exploring Collatz Dynamics with Human-LLM Collaboration
by: Chang, Edward Y.
Published: (2026)

ReTreVal: Reasoning Tree with Validation -- A Hybrid Framework for Enhanced LLM Multi-Step Reasoning
by: HS, Abhishek, et al.
Published: (2026)

LLM-Based SQL Generation: Prompting, Self-Refinement, and Adaptive Weighted Majority Voting
by: Yang, Yu-Jie, et al.
Published: (2026)

LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data Generation
by: Lai, Junyu, et al.
Published: (2025)

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
by: Lu, Yaxi, et al.
Published: (2024)

GraphCompliance: Aligning Policy and Context Graphs for LLM-Based Regulatory Compliance
by: Chung, Jiseong, et al.
Published: (2025)

Alignment Backfire: Language-Dependent Reversal of Safety Interventions Across 16 Languages in LLM Multi-Agent Systems
by: Fukui, Hiroki
Published: (2026)

ContractBench: Can LLM Agents Preserve Observation Contracts?
by: Wang, Jicheng, et al.
Published: (2026)

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis
by: Gao, Qiang, et al.
Published: (2026)

End-to-End Optimization of LLM-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning
by: Chen, Guanzhong, et al.
Published: (2025)

More Is Not Always Better: Cross-Component Interference in LLM Agent Scaffolding
by: Liu, Ming
Published: (2026)

IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling
by: David, Jones, et al.
Published: (2025)

SOCIA-Nabla: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation
by: Hua, Yuncheng, et al.
Published: (2025)

SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation
by: Hua, Yuncheng, et al.
Published: (2025)

ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting
by: Chang, Jiale, et al.
Published: (2026)

The Silicon Mirror: Dynamic Behavioral Gating for Anti-Sycophancy in LLM Agents
by: Shah, Harshee Jignesh
Published: (2026)

Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
by: Gao, Heyang, et al.
Published: (2025)

Identity as Attractor: Geometric Evidence for Persistent Agent Architecture in LLM Activation Space
by: Vasilenko, Vladimir
Published: (2026)