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AI Outperforms Wall Street: Symbolic Modeling Beats Classic Finance Models in Predicting Market Trends

Texas A&M researchers have created a new AI-driven method called Symbolic Modeling that outperforms traditional asset pricing models by uncovering hidden market dynamics. The model improves prediction accuracy while offering a unified approach to handling diverse financial datasets.

21 Mar 2025

AI-Powered Model Significantly Improves GNSS Accuracy in Challenging Environments

Researchers from Hohai University have developed a data-driven model to enhance GNSS positioning accuracy by systematically analyzing error-inducing factors and leveraging machine learning techniques, improving precision in signal-challenged environments.

17 Mar 2025

AI Hiring Shift: Skills Now Trump Degrees in UK Job Market

Businesses in the UK are shifting towards skill-based hiring in AI roles, with specific technical skills now outweighing traditional degrees in many cases. AI expertise commands higher salaries, with industry-specific know-how offering wage premiums surpassing those for formal education.

3 Mar 2025

Zero-Shot AI Outperforms GPT-4o in Art Classification, Slashing Annotation Costs

Researchers demonstrate that large language models (LLMs) can classify artwork types with high accuracy using zero-shot learning, reducing the need for costly manual data labeling.

25 Feb 2025

AI Rewrites Social Media Posts but Subtly Changes Their Emotional Tone

Large language models subtly shift the sentiment of text they rephrase, making content more neutral and altering conclusions drawn from sentiment-based research.

25 Feb 2025

Students Build Beginner-Friendly Machine Learning Guide to Combat Antibiotic Resistance

San Francisco State University researchers created a step-by-step machine-learning tutorial to predict antibiotic resistance, making complex concepts accessible to beginners in biology and health sciences.

11 Feb 2025

AI Transforms Fuel Cell Materials Discovery, Boosting Efficiency and Innovation

AI is revolutionizing fuel cell research by accelerating material discovery, optimizing system parameters, and overcoming traditional trial-and-error limitations.

28 Jan 2025

Predicting the Unpredictable: The New Era of Reservoir Computing

Researchers introduced a novel reservoir computing framework with a generalized readout, leveraging higher-order nonlinearities to enhance accuracy and robustness in predicting chaotic systems.

16 Jan 2025

AI Meets Meteorology: Transforming Cyclone Predictions Worldwide

Researchers introduced Digital Typhoon Dataset V2, adding southern hemisphere data and advancing machine learning techniques for typhoon forecasting and analysis.

6 Jan 2025

Deep Learning Revolutionizes Cancer Biology With Insights From 50,000 Gene Profiles

Researchers introduce DeepProfile, a groundbreaking deep learning framework that deciphers gene expression data across 18 cancers, uncovering critical pathways linked to survival and treatment responses.

5 Jan 2025

AI Gender Labels Shape Cooperation and Reveal Human Biases

Researchers revealed how gender labels on AI influence human cooperation, showing that gender biases in human interactions extend to AI, with females seen as more cooperative and exploitable, while males faced distrust.

17 Dec 2024

WoodYOLO Outperforms Cutting-Edge Models in Microscopic Wood Fiber Analysis

Researchers introduced WoodYOLO, a novel object detection algorithm tailored for microscopic wood fiber analysis, achieving superior performance in vessel element detection and advancing sustainable forestry and biodiversity efforts.

25 Nov 2024

AI Extends EV Battery Life

Researchers developed a domain knowledge-guided machine learning framework that accurately estimates the state of health of lithium-ion batteries, achieving high precision even with limited data, to advance electric vehicle technologies.

18 Nov 2024

MIT Researchers Find Human-AI Partnerships Fall Short in Decision-Making, But Shine in Creativity

Human-AI collaborations often perform below expectations in decision-making but show promise in creative tasks, with future optimizations needed to unlock full potential.

3 Nov 2024

AI Models Show Creative Potential But Face Hurdles in Achieving True Innovation

AI struggles to match human creativity despite advancements, facing challenges in abstract thinking, coherence, and originality. Researchers call for a comprehensive process-based evaluation to enhance AI's creative capabilities.

27 Oct 2024

Machine Learning Boosts Earthquake Prediction Accuracy in Los Angeles

Researchers have enhanced earthquake prediction accuracy in Los Angeles using advanced machine learning models, achieving 97.97% accuracy by comparing 16 algorithms.

22 Oct 2024

NVIDIA Boosts AI Speed With Normalized GPT, Slashing Training Time By Up To 20x

NVIDIA researchers developed the normalized GPT (nGPT), a novel neural network architecture that accelerates training by optimizing on a hypersphere, reducing training steps by up to 20x while improving performance.

14 Oct 2024

Machine Learning Model Enhances Drone Formation Stability and Accuracy

Researchers developed a machine learning model using CatBoost to predict disturbances in drone formations with an R² of 83.3%, significantly improving from the previous baseline of 54%. The SHAP method was applied for better model explainability, aiding UAV operators in minimizing disruptions.

2 Oct 2024

LLMs Show Bias in Police Recommendations Based on Amazon Ring Surveillance Footage

Researchers reveal inconsistencies in large language models' decisions, highlighting biases in surveillance contexts, especially regarding police recommendations influenced by neighborhood demographics.

24 Sep 2024

Boost Machine Learning Trust With HEX's Human-in-the-Loop Explainability

Researchers introduced HEX, a human-in-the-loop deep reinforcement learning method that improves trust and explanation quality in machine learning models used in high-stakes decision-making.

11 Sep 2024