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SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management
Nan Lu, Yurong Hu, Jiaquan Fang, Yan Liu, Rui Dong, Yiming Wang, Rui Lin, Shaoyi Xu
https://arxiv.org/abs/2510.08948

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management
The growth of the e-commerce industry has intensified the adversarial dynamics between shadow economy actors and risk management teams. Companies often conduct risk investigations into suspicious cases to identify emerging fraud patterns, thereby enhancing both preemptive risk prevention and post-hoc governance. However, the sheer volume of case analyses imposes a substantial workload on risk management analysts, as each case requires the integration of long-term expert experience and meticulou…

"Imagining the Future Library" by Masud Khokhar @ Katina Magazine:
https://katinamagazine.org/content/article/future-of-work/2025/imagining-the-future-library
"In an algorithmic economy, our understanding of knowledge …

"A key principle of PKM is that no one has the right answer, but together we can create better ways of understanding complex systems. We each need to find others who are sharing their knowledge flow and in turn contribute our own. It’s not about being a better digital librarian, it’s about becoming a participating member of a networked organization, economy and society."
@…

We distinguish "personal unfairness",
-- the view that one’s own economic situation is unfair,
from "social unfairness",
-- the view that the economic situation of others in society is unfair.
Uncertainties associated with the transition to a globalized knowledge economy heighten people’s feelings of personal unfairness
Feelings of personal unfairness increase support for the "populist right"
and feelings about social unfairn…

Left-Wing Populism vs. Right-Wing Populism - What's the Difference? | This vs. That
What's the difference between Left-Wing Populism and Right-Wing Populism? Left-wing populism and right-wing populism are both political movements that aim to...

Agentic AI Empowered Multi-UAV Trajectory Optimization in Low-Altitude Economy Networks
Feibo Jiang, Li Dong, Xitao Pan, Kezhi Wang, Cunhua Pan
https://arxiv.org/abs/2508.16379 …

Agentic AI Empowered Multi-UAV Trajectory Optimization in Low-Altitude Economy Networks
This paper proposes a novel Agentic Retrieval-augmented generation with Mamba-Attention Integrated Transformer (ARMAIT) framework for multi-Unmanned Aerial Vehicle (UAV) trajectory optimization. The framework is built upon Large Language Models (LLMs), incorporating Retrieval-Augmented Generation (RAG) empowered by Agentic AI and integrated with a UAV-specific knowledge base. Through the Agentic RAG, the LLM autonomously interprets high-level task requirements and identifies the key components …