Cover Image

The Spark Effect: On Engineering Creative Diversity in Multi-Agent AI Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Doudkin, Alexander, Voelker, Anton, von Borries, Friedrich
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction Artificial Intelligence I.2.11; I.2.7; J.5
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Multimodal GUI Architecture for Interfacing with LLM-Based Conversational Assistants
by: van Dam, Hans G. W.
Published: (2025)

Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
by: Wang, Zixu, et al.
Published: (2026)

CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening
by: Lorenzoni, Giuliano, et al.
Published: (2026)

Persistent AI Agents in Academic Research: A Single-Investigator Implementation Case Study
by: Alzahrani, Anas H.
Published: (2026)

Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines
by: Ray, Aninda
Published: (2026)

MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents
by: Sidik, Bronislav, et al.
Published: (2026)

Agentic AI Translate: An Agentic Translator Prototype for Translation as Communication Design
by: Yamada, Masaru
Published: (2026)

Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale
by: Vaithilingam, Priyan, et al.
Published: (2025)

Agentic Automation of BT-RADS Scoring: End-to-End Multi-Agent System for Standardized Brain Tumor Follow-up Assessment
by: Jabal, Mohamed Sobhi, et al.
Published: (2026)

PRIMA: Operational Patterns for Resilient Multi-Agent Research with Verifiable Identity and Convergent Feedback
by: Annapureddy, Sasank
Published: (2026)

Towards More Human-like AI Communication: A Review of Emergent Communication Research
by: Brandizzi, Nicolo'
Published: (2023)

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

Towards Computer-Using Personal Agents
by: Bonatti, Piero A., et al.
Published: (2025)

Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews
by: Li, Bowen, et al.
Published: (2026)

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

Instruction-Level Weight Shaping: A Framework for Self-Improving AI Agents
by: Costa, Rimom
Published: (2025)

PARNESS: A Paper Harness for End-to-End Automated Scientific Research with Dynamic Workflows, Full-Text Indexing, and Cross-Run Knowledge Accumulation
by: Wang, Yuchen, et al.
Published: (2026)

Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework
by: Wang, Xiaohua, et al.
Published: (2026)

Exploring Design of Multi-Agent LLM Dialogues for Research Ideation
by: Ueda, Keisuke, et al.
Published: (2025)

Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay
by: Wang, Xiaohua, et al.
Published: (2026)

Post Hoc Extraction of Pareto Fronts for Continuous Control
by: Thakar, Raghav, et al.
Published: (2026)

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs
by: Kamelhar, Federico A.
Published: (2026)

Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents
by: Jehu-Appiah, Rodney
Published: (2026)

A Systematic Review of Human-AI Co-Creativity
by: Singh, Saloni, et al.
Published: (2025)

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents
by: Petrova, Tatiana, et al.
Published: (2025)

CRAwDAD: Causal Reasoning Augmentation with Dual-Agent Debate
by: Vamosi, Finn G., et al.
Published: (2025)

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization
by: Mazzolenis, Maria Emilia, et al.
Published: (2025)

Council Mode: A Heterogeneous Multi-Agent Consensus Framework for Reducing LLM Hallucination and Bias
by: Wu, Shuai, et al.
Published: (2026)

Tool-RoCo: An Agent-as-Tool Self-organization Large Language Model Benchmark in Multi-robot Cooperation
by: Zhang, Ke, et al.
Published: (2025)

Latent Cache Flow: Model-to-Model Communication Without Text
by: Rossi, Maximillian, et al.
Published: (2026)

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle
by: Kohl, Jens, et al.
Published: (2024)

The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and Compete
by: Großmann, Gerrit, et al.
Published: (2025)

AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent LLM Systems
by: Yagoubi, Faouzi El, et al.
Published: (2026)

Terrarium: Revisiting the Blackboard for Multi-Agent Safety, Privacy, and Security Studies
by: Nakamura, Mason, et al.
Published: (2025)

Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation
by: Yan, Lingyong, et al.
Published: (2026)

Knowledge-Aware Iterative Retrieval for Multi-Agent Systems
by: Song, Seyoung
Published: (2025)

TRIZ Agents: A Multi-Agent LLM Approach for TRIZ-Based Innovation
by: Szczepanik, Kamil, et al.
Published: (2025)

FediLoRA: Practical Federated Fine-Tuning of Foundation Models Under Missing-Modality Constraints
by: Yang, Lishan, et al.
Published: (2025)

Eliciting Problem Specifications via Large Language Models
by: Wray, Robert E., et al.
Published: (2024)

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning
by: Yang, Lishan, et al.
Published: (2025)