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Science

Decoding the Lies: A New Mathematical Approach to AI Hallucinations

20.11.2025 by qfx

Researchers are applying rigorous mathematical analysis to understand and reduce the tendency of large language models to generate factually incorrect or nonsensical content.

Categories Science

Taming Complex Dynamics with Multi-Scale Reservoirs

20.11.2025 by qfx

A new approach to reservoir computing leverages random Fourier features to more accurately forecast systems with interacting fast and slow processes.

Categories Science

Vietnam’s Tech Talent Landscape: An AI-Powered Market Guide

20.11.2025 by qfx

The AI Job Market Consultant system defines interactions centered around core use cases - job seeker profile creation, job search execution, personalized recommendation delivery, and application support - establishing a framework for streamlined career navigation.

A new AI agent analyzes real-time job postings to provide data-driven insights into Vietnam’s rapidly evolving IT job market.

Categories Science

Beyond Search: How Prompt Engineering is Reshaping Financial Data Retrieval

19.11.2025 by qfx

The proposed PRISM framework offers a novel approach to a problem, acknowledging that even the most innovative solutions inevitably contribute to future technical debt as production environments expose unforeseen limitations.

A new framework, PRISM, leverages the power of carefully crafted prompts and in-context learning to significantly improve how we access and analyze financial information.

Categories Science

AI Agents Take Control: The Future of Power Systems Engineering

19.11.2025 by qfx

An agentic AI framework leverages an ensemble of specialized AI agents to benchmark power system performance, effectively translating user prompts into native pandapower code for tasks such as power flow analysis, contingency studies, and short-circuit calculations-a process that, while theoretically elegant, will inevitably encounter the practical limitations of real-world power grid complexities.

As artificial intelligence evolves beyond simple automation, agentic systems are poised to reshape how we design, operate, and maintain the electrical grid.

Categories Science

Predicting Diabetic Foot Complications with Interpretable AI

19.11.2025 by qfx

(a)Risk of Future Foot Complication (Risk 1) The study demonstrates that individuals exhibiting heightened sensitivity to foot ulceration-indicated by a plantar pressure exceeding $10 N/cm^2$-experience a statistically significant increase in the probability of developing future foot complications, thereby highlighting the critical importance of early pressure management in preventative podiatric care.

Researchers have developed a new deep learning model to forecast post-discharge foot complications for diabetic patients, prioritizing both accuracy and the ability to understand why predictions are made.

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Trading with Intelligence: A New Framework for Smarter Financial Markets

18.11.2025 by qfx

FinRS embodies a risk-sensitive architecture, integrating perceptual inputs with dynamic memory allocation and dual decision agents to achieve reflective updates guided by multi-timescale reward signals, thereby enabling nuanced responses to uncertain environments.

Researchers have developed a novel system that uses advanced artificial intelligence to navigate the complexities of financial trading and optimize investment strategies.

Categories Science

Stealing the Graph: Replicating Powerful AI with Public Data

18.11.2025 by qfx

Graph-specific extraction attacks demonstrate a vulnerability wherein targeted extraction of structural information compromises network privacy, revealing details about the relationships between nodes rather than simply the nodes themselves, as evidenced by performance variations across different graph structures.

New research reveals that sophisticated graph-based AI models are surprisingly susceptible to attacks that allow attackers to recreate their capabilities using only publicly available information.

Categories Science

Containing Financial Contagion: A Control-Theoretic Approach

18.11.2025 by qfx

New research demonstrates how optimal control techniques can be used to model and mitigate the spread of distress within complex financial networks.

Categories Science

Banking on Language: A New Approach to Financial Data

18.11.2025 by qfx

The distribution of downstream task performance across all metrics demonstrates the inherent variability in model outcomes, highlighting that even seemingly successful systems exhibit a range of capabilities and limitations.

Researchers have developed a novel model that understands financial transactions by treating them as natural language, unlocking insights from limited data.

Categories Science
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