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Science

Predicting Semiconductor Shifts with Sentiment and Smart Data

20.11.2025 by qfx

New research demonstrates how combining market sentiment analysis with advanced time series modeling can improve forecasting accuracy for the volatile semiconductor industry.

Categories Science

Catching Cosmic Flashes: A Smarter Way to Spot Gamma-Ray Bursts

20.11.2025 by qfx

New deep learning techniques are dramatically improving our ability to identify and classify these powerful, but fleeting, astronomical events.

Categories Science

The Anonymization Paradox: Trading Privacy for Accuracy

20.11.2025 by qfx

Two distinct approaches to text anonymization-one leveraging Named Entity Recognition with spaCy models and a global placeholder strategy, the other employing the GPT-4o-mini Large Language Model through prompt engineering-demonstrate alternative methods for protecting sensitive information within a sample earnings call transcript.

New research reveals that attempts to remove identifying information from financial text data, while intended to prevent bias, ironically diminish the reliability of insights extracted by advanced language models.

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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.

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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.

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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.

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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.

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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.

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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.

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