Workflow is All You Need: Escaping the "Statistical Smoothing Trap" via High-Entropy Information Foraging and Adversarial Pacing
Fuente:
arXiv
Saved in:
| Main Author: | Jiang, Zhongjie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications Globally
by: Shah, Agam, et al.
Published: (2025)
by: Shah, Agam, et al.
Published: (2025)
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance
by: Biancotti, Claudia, et al.
Published: (2024)
by: Biancotti, Claudia, et al.
Published: (2024)
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
by: Borman, Harris, et al.
Published: (2024)
by: Borman, Harris, et al.
Published: (2024)
Reasoning Models Ace the CFA Exams
by: Patel, Jaisal, et al.
Published: (2025)
by: Patel, Jaisal, et al.
Published: (2025)
Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
by: Chen, Zichen, et al.
Published: (2025)
by: Chen, Zichen, et al.
Published: (2025)
UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
by: Yang, Zhi, et al.
Published: (2026)
by: Yang, Zhi, et al.
Published: (2026)
StakeBench: Evaluating Language Understanding Grounded in Market Commitment
by: Pei, Yunhua, et al.
Published: (2026)
by: Pei, Yunhua, et al.
Published: (2026)
Large Language Models in Finance: A Survey
by: Li, Yinheng, et al.
Published: (2023)
by: Li, Yinheng, et al.
Published: (2023)
Growth, Poverty Trap and Escape
by: Bose, Indrani
Published: (2023)
by: Bose, Indrani
Published: (2023)
Look-Ahead-Bench: a Standardized Benchmark of Look-ahead Bias in Point-in-Time LLMs for Finance
by: Benhenda, Mostapha
Published: (2026)
by: Benhenda, Mostapha
Published: (2026)
The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance
by: Kurshan, Eren, et al.
Published: (2025)
by: Kurshan, Eren, et al.
Published: (2025)
Scaling Law in LLM Simulated Personality: More Detailed and Realistic Persona Profile Is All You Need
by: Bai, Yuqi, et al.
Published: (2025)
by: Bai, Yuqi, et al.
Published: (2025)
The Necessity of Imperfection:Reversing Model Collapse via Simulating Cognitive Boundedness
by: Jiang, Zhongjie
Published: (2025)
by: Jiang, Zhongjie
Published: (2025)
AI Patents in the United States and China: Measurement, Organization, and Knowledge Flows
by: Fang, Hanming, et al.
Published: (2026)
by: Fang, Hanming, et al.
Published: (2026)
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text
by: La Cava, Lucio, et al.
Published: (2024)
by: La Cava, Lucio, et al.
Published: (2024)
Financial Statement Analysis with Large Language Models
by: Kim, Alex, et al.
Published: (2024)
by: Kim, Alex, et al.
Published: (2024)
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks
by: Wang, Julian Junyan, et al.
Published: (2025)
by: Wang, Julian Junyan, et al.
Published: (2025)
Designing Heterogeneous LLM Agents for Financial Sentiment Analysis
by: Xing, Frank
Published: (2024)
by: Xing, Frank
Published: (2024)
Attention Smoothing Is All You Need For Unlearning
by: Zade, Saleh Zare, et al.
Published: (2026)
by: Zade, Saleh Zare, et al.
Published: (2026)
FaStfact: Faster, Stronger Long-Form Factuality Evaluations in LLMs
by: Wan, Yingjia, et al.
Published: (2025)
by: Wan, Yingjia, et al.
Published: (2025)
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models
by: Wang, Meiyun, et al.
Published: (2024)
by: Wang, Meiyun, et al.
Published: (2024)
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
by: Nie, Yuqi, et al.
Published: (2024)
by: Nie, Yuqi, et al.
Published: (2024)
All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks
by: Takemoto, Kazuhiro
Published: (2024)
by: Takemoto, Kazuhiro
Published: (2024)
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
by: Zhang, Wenqi, et al.
Published: (2023)
by: Zhang, Wenqi, et al.
Published: (2023)
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning
by: Wu, Xinyi, et al.
Published: (2025)
by: Wu, Xinyi, et al.
Published: (2025)
EduAgentQG: A Multi-Agent Workflow Framework for Personalized Question Generation
by: Jia, Rui, et al.
Published: (2025)
by: Jia, Rui, et al.
Published: (2025)
Contrast Is All You Need
by: Kilic, Burak, et al.
Published: (2023)
by: Kilic, Burak, et al.
Published: (2023)
Machine Learning-Driven Convergence Analysis in Multijurisdictional Compliance Using BERT and K-Means Clustering
by: Sonani, Raj, et al.
Published: (2025)
by: Sonani, Raj, et al.
Published: (2025)
Optimizing Large Language Models for ESG Activity Detection in Financial Texts
by: Birti, Mattia, et al.
Published: (2025)
by: Birti, Mattia, et al.
Published: (2025)
AI-Driven Modular Services for Accessible Multilingual Education in Immersive Extended Reality Settings: Integrating Speech Processing, Translation, and Sign Language Rendering
by: Tantaroudas, N. D., et al.
Published: (2026)
by: Tantaroudas, N. D., et al.
Published: (2026)
Baichuan4-Finance Technical Report
by: Zhang, Hanyu, et al.
Published: (2024)
by: Zhang, Hanyu, et al.
Published: (2024)
Risk-Adjusted Harm Scoring for Automated Red Teaming for LLMs in Financial Services
by: Dimino, Fabrizio, et al.
Published: (2026)
by: Dimino, Fabrizio, et al.
Published: (2026)
Commodification of Compute
by: Kristensen, Jesper, et al.
Published: (2024)
by: Kristensen, Jesper, et al.
Published: (2024)
EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods
by: Ding, Hongcheng, et al.
Published: (2024)
by: Ding, Hongcheng, et al.
Published: (2024)
EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework
by: Shi, Yao, et al.
Published: (2025)
by: Shi, Yao, et al.
Published: (2025)
Training on the Benchmark Is Not All You Need
by: Ni, Shiwen, et al.
Published: (2024)
by: Ni, Shiwen, et al.
Published: (2024)
How Far Are We From AGI: Are LLMs All We Need?
by: Feng, Tao, et al.
Published: (2024)
by: Feng, Tao, et al.
Published: (2024)
Language of Persuasion and Misrepresentation in Business Communication: A Textual Detection Approach
by: Hossen, Sayem, et al.
Published: (2025)
by: Hossen, Sayem, et al.
Published: (2025)
DeFi TrustBoost: Blockchain and AI for Trustworthy Decentralized Financial Decisions
by: Sachan, Swati, et al.
Published: (2025)
by: Sachan, Swati, et al.
Published: (2025)
Personalized Chain-of-Thought Summarization of Financial News for Investor Decision Support
by: Zhang, Tianyi, et al.
Published: (2025)
by: Zhang, Tianyi, et al.
Published: (2025)
Similar Items
-
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications Globally
by: Shah, Agam, et al.
Published: (2025) -
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance
by: Biancotti, Claudia, et al.
Published: (2024) -
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
by: Borman, Harris, et al.
Published: (2024) -
Reasoning Models Ace the CFA Exams
by: Patel, Jaisal, et al.
Published: (2025) -
Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
by: Chen, Zichen, et al.
Published: (2025)