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Science

Seeing the Unseen: Predicting Anomalies Before They Happen

20.02.2026 by qfx

The proposed FATE framework leverages an ensemble of forecasting models to anticipate future time steps, then employs uncertainty-based precursor detection-quantified by the PTaPR metric-to enable early identification of critical events, acknowledging that even sophisticated prediction will inevitably confront the realities of production environments.

A new framework leverages the power of ensemble forecasting and uncertainty quantification to identify subtle precursors to critical failures, offering a path towards proactive system maintenance.

Categories Science

Predicting Power Spikes with the Power of Language

20.02.2026 by qfx

Model performance was evaluated across prediction probabilities using XGBoost, Support Vector Machines, and Large Language Models, with comparative analysis conducted using Precision-Recall and Receiver Operating Characteristic thresholds.

A new approach leverages large language models to forecast extreme price fluctuations in electricity markets, offering a competitive edge when data is scarce.

Categories Science

Navigating AI’s Risks in India’s Digital Future

20.02.2026 by qfx

A new framework systematically maps the unique safety challenges posed by artificial intelligence within the growing landscape of Digital Public Goods in India.

Categories Science

Listening for Trouble: AI Spots Hidden Heart Risks in Ultrasound

20.02.2026 by qfx

The study reveals that while vessel walls consistently register as key indicators of vascular damage, the significance of perivascular tissue as a diagnostic region intensifies with time-particularly evident in assessments conducted after a decade of observation-suggesting a progressive shift in the physiological markers of vascular degeneration.

New research demonstrates that artificial intelligence can analyze carotid ultrasound videos to detect subtle vascular damage, offering a potentially more accurate and scalable approach to cardiovascular risk assessment.

Categories Science

The AI Doomsdayscape: Why We Need to Question the Hype

20.02.2026 by qfx

A critical review unpacks the speculative narratives surrounding artificial intelligence and their often-overlooked ideological underpinnings.

Categories Science

Decoding the Black Box: AI Explanations for Chemical Process Safety

20.02.2026 by qfx

Variable behaviors influencing Fault 11 are demonstrably polarized, with certain parameters exhibiting strongly positive contributions while others exert a comparatively negligible or even detrimental effect on the system’s stability.

New research demonstrates how explainable AI techniques can illuminate the decision-making of deep learning models used to detect faults in complex chemical processes.

Categories Science

The Search Trap: How AI-Generated Content Is Breaking the Web

20.02.2026 by qfx

Contamination dynamics differ significantly between search engine optimization (SEO) and adversarial settings when evaluated using the BM25 ranking function.

A new study reveals how the proliferation of AI-written content is quietly eroding the quality and diversity of online information retrieval.

Categories Science

Keeping Trains on Track: AI-Powered Wheel Fault Detection

19.02.2026 by qfx

A system identifies mechanical faults by extracting temporal wheel indices, strain-based deformation, and wheel count through peak detection, reconstructing signal embeddings with a Variational Autoencoder, and then fusing these data streams with continual loss-based experience replay to enable robust fault detection.

A new system uses sensor fusion and continual learning to predict and diagnose wheel defects in railway systems, enhancing safety and reducing maintenance costs.

Categories Science

Unmasking the Hidden Privacy Risks of Social Media AI

19.02.2026 by qfx

The NLP-PRISM framework elucidates privacy vulnerabilities inherent in natural language processing applications for social media, offering a systematic approach to identifying and mitigating potential risks.

A new survey explores the growing vulnerabilities to personal data exposed by artificial intelligence systems used in social media platforms.

Categories Science

Printing Smarter: AI-Powered Quality Control for 3D Manufacturing

19.02.2026 by qfx

A new approach to fault detection uses fused sensor data and artificial intelligence to improve the reliability and efficiency of 3D printing processes.

Categories Science
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