PARCER as an Operational Contract to Reduce Variance, Cost, and Risk in LLM Systems
Fuente:
arXiv
Saved in:
| Main Author: | Filho, Elzo Brito dos Santos |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reducing Cost of LLM Agents with Trajectory Reduction
by: Xiao, Yuan-An, et al.
Published: (2025)
by: Xiao, Yuan-An, et al.
Published: (2025)
LLM-as-a-Judge for Scalable Test Coverage Evaluation: Accuracy, Operational Reliability, and Cost
by: Huang, Donghao, et al.
Published: (2025)
by: Huang, Donghao, et al.
Published: (2025)
On LLM-Assisted Generation of Smart Contracts from Business Processes
by: Stiehle, Fabian, et al.
Published: (2025)
by: Stiehle, Fabian, et al.
Published: (2025)
Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning
by: Liu, Ye, et al.
Published: (2025)
by: Liu, Ye, et al.
Published: (2025)
Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries
by: Fan, Linfeng, et al.
Published: (2026)
by: Fan, Linfeng, et al.
Published: (2026)
ContractSkill: Repairable Contract-Based Skills for Multimodal Web Agents
by: Lu, Zijian, et al.
Published: (2026)
by: Lu, Zijian, et al.
Published: (2026)
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
by: Liu, Ye, et al.
Published: (2024)
by: Liu, Ye, et al.
Published: (2024)
Algorithmic algorithm development with LLMs: A Case Study on LLM-Usage for Contraction Order Optimization in Tensor Networks
by: Hoppe, Fabian, et al.
Published: (2026)
by: Hoppe, Fabian, et al.
Published: (2026)
Graph-Based Self-Healing Tool Routing for Cost-Efficient LLM Agents
by: Bholani, Neeraj
Published: (2026)
by: Bholani, Neeraj
Published: (2026)
ESAA: Event Sourcing for Autonomous Agents in LLM-Based Software Engineering
by: Filho, Elzo Brito dos Santos
Published: (2026)
by: Filho, Elzo Brito dos Santos
Published: (2026)
The Hidden Cost of Readability: How Code Formatting Silently Consumes Your LLM Budget
by: Pan, Dangfeng, et al.
Published: (2025)
by: Pan, Dangfeng, et al.
Published: (2025)
Consistency Amplifies: How Behavioral Variance Shapes Agent Accuracy
by: Mehta, Aman
Published: (2026)
by: Mehta, Aman
Published: (2026)
Toward Reliable Design of LLM-Enabled Agentic Workflows: Optimizing Latency-Reliability-Cost Tradeoffs
by: Yang, Ya-Ting, et al.
Published: (2026)
by: Yang, Ya-Ting, et al.
Published: (2026)
SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers
by: Qin, Kaihua, et al.
Published: (2026)
by: Qin, Kaihua, et al.
Published: (2026)
Evaluation-Driven Development and Operations of LLM Agents: A Process Model and Reference Architecture
by: Xia, Boming, et al.
Published: (2024)
by: Xia, Boming, et al.
Published: (2024)
Teaching Machines to Code: Smart Contract Translation with LLMs
by: Karanjai, Rabimba, et al.
Published: (2024)
by: Karanjai, Rabimba, et al.
Published: (2024)
Cracks in The Stack: Hidden Vulnerabilities and Licensing Risks in LLM Pre-Training Datasets
by: Jahanshahi, Mahmoud, et al.
Published: (2025)
by: Jahanshahi, Mahmoud, et al.
Published: (2025)
Uncertainty Propagation in LLM-Based Systems
by: Xia, Boming, et al.
Published: (2026)
by: Xia, Boming, et al.
Published: (2026)
RisConFix: LLM-based Automated Repair of Risk-Prone Drone Configurations
by: Han, Liping, et al.
Published: (2025)
by: Han, Liping, et al.
Published: (2025)
Accessible Smart Contracts Verification: Synthesizing Formal Models with Tamed LLMs
by: Corazza, Jan, et al.
Published: (2025)
by: Corazza, Jan, et al.
Published: (2025)
Legal Compliance Evaluation of Smart Contracts Generated By Large Language Models
by: Wijayakoon, Chanuka, et al.
Published: (2025)
by: Wijayakoon, Chanuka, et al.
Published: (2025)
An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains
by: Yan, Zihe, et al.
Published: (2025)
by: Yan, Zihe, et al.
Published: (2025)
Contract-Coding: Towards Repo-Level Generation via Structured Symbolic Paradigm
by: Lin, Yi, et al.
Published: (2026)
by: Lin, Yi, et al.
Published: (2026)
Spec-Driven Development:From Code to Contract in the Age of AI Coding Assistants
by: Piskala, Deepak Babu
Published: (2026)
by: Piskala, Deepak Babu
Published: (2026)
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement
by: Chatterjee, Oishik, et al.
Published: (2024)
by: Chatterjee, Oishik, et al.
Published: (2024)
LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities
by: Tang, Yongjian, et al.
Published: (2026)
by: Tang, Yongjian, et al.
Published: (2026)
Designing Adaptive Digital Nudging Systems with LLM-Driven Reasoning
by: Santilli, Tiziano, et al.
Published: (2026)
by: Santilli, Tiziano, et al.
Published: (2026)
LLM-Empowered Functional Safety and Security by Design in Automotive Systems
by: Petrovic, Nenad, et al.
Published: (2026)
by: Petrovic, Nenad, et al.
Published: (2026)
ConVer: Using Contracts and Loop Invariant Synthesis for Scalable Formal Software Verification
by: Pirzada, Muhammad A. A., et al.
Published: (2026)
by: Pirzada, Muhammad A. A., et al.
Published: (2026)
Risk Structures: Towards Engineering Risk-aware Autonomous Systems
by: Gleirscher, Mario
Published: (2019)
by: Gleirscher, Mario
Published: (2019)
RESCORE: LLM-Driven Simulation Recovery in Control Systems Research Papers
by: Bhat, Vineet, et al.
Published: (2026)
by: Bhat, Vineet, et al.
Published: (2026)
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
by: Ma, Ming, et al.
Published: (2025)
by: Ma, Ming, et al.
Published: (2025)
The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey
by: Dhamani, Dhruv, et al.
Published: (2023)
by: Dhamani, Dhruv, et al.
Published: (2023)
MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems
by: Jia, Jin, et al.
Published: (2026)
by: Jia, Jin, et al.
Published: (2026)
Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents
by: Wang, Zehao, et al.
Published: (2024)
by: Wang, Zehao, et al.
Published: (2024)
Towards LLM-generated explanations for Component-based Knowledge Graph Question Answering Systems
by: Schiese, Dennis, et al.
Published: (2025)
by: Schiese, Dennis, et al.
Published: (2025)
Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution
by: Nananukul, Navapat, et al.
Published: (2023)
by: Nananukul, Navapat, et al.
Published: (2023)
SpecMap: Hierarchical LLM Agent for Datasheet-to-Code Traceability Link Recovery in Systems Engineering
by: Nipane, Vedant, et al.
Published: (2026)
by: Nipane, Vedant, et al.
Published: (2026)
Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations
by: Correia, Izavan dos S., et al.
Published: (2026)
by: Correia, Izavan dos S., et al.
Published: (2026)
Meta-Engineering Harnesses for AI-Native Software Production: A Contract-Driven Adversarial Verification Architecture with Early Deployment Report
by: Sengupta, Satadru, et al.
Published: (2026)
by: Sengupta, Satadru, et al.
Published: (2026)
Similar Items
-
Reducing Cost of LLM Agents with Trajectory Reduction
by: Xiao, Yuan-An, et al.
Published: (2025) -
LLM-as-a-Judge for Scalable Test Coverage Evaluation: Accuracy, Operational Reliability, and Cost
by: Huang, Donghao, et al.
Published: (2025) -
On LLM-Assisted Generation of Smart Contracts from Business Processes
by: Stiehle, Fabian, et al.
Published: (2025) -
Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning
by: Liu, Ye, et al.
Published: (2025) -
Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries
by: Fan, Linfeng, et al.
Published: (2026)