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AI Generates Entire Songs in Your Chosen Style Using New Transformer-GAN Breakthrough

Researchers from South China University of Technology developed a novel algorithm, Style-Conditioned Transformer-GANs (SCTG), that can generate full-length musical pieces in specific emotional or composer styles. The model outperformed existing techniques in both objective and subjective evaluations, producing music rated highest in humanness, richness, and stylistic accuracy.

13 Aug 2025

AI Turns Simple Sketches Into Detailed 3D Models With Deep3DSketch-im

Researchers from Zhejiang University have developed Deep3DSketch-im, a deep learning model that transforms a single freehand sketch into a high-quality 3D mesh. The system uses signed distance fields and a pose-estimation network to generate detailed, editable 3D models with minimal user input.

13 Aug 2025

AI Detects Toxic Food Contaminants Before They Reach Your Plate

Artificial intelligence combined with hyperspectral imaging can now detect toxic fungal contaminants like mycotoxins in grains and nuts before they reach consumers. This breakthrough offers a rapid, non-destructive method to improve global food safety and reduce millions of preventable deaths.

13 Aug 2025

AI Spots Star’s Fatal Spiral Into a Black Hole, Then It Explodes

Astronomers have observed SN 2023zkd, a bizarre stellar explosion likely triggered by a massive star's failed attempt to engulf a black hole companion. The event was detected early by AI and captured in unprecedented detail, revealing a rare binary death dance.

13 Aug 2025

AI Text Generation Evolves Beyond Templates to Transform Communication

This review from Southeast University outlines the evolution, technologies, applications, and future directions of AI-driven text generation, from rule-based systems to large language models. It categorizes text generation into utility, creative, and emotive types, and discusses the challenges of quality, ethics, and computational costs.

13 Aug 2025

Nations Race to Equip Workers for an AI Future, but Soft Skills Still Set Humans Apart

While countries worldwide step up AI training and education, the enduring value of creativity, collaboration, and communication may be the ultimate edge in tomorrow’s workforce.

23 Jun 2025

Human Ingenuity, Not AI, Will Drive Lasting Competitive Advantage

A new paper argues that artificial intelligence will not confer a lasting competitive advantage because AI technologies are rapidly becoming universally accessible and non-proprietary. Instead, long-term success will hinge on human creativity, ingenuity, and innovative use of AI within organizations.

23 Jun 2025

Open Molecules 2025 Powers a New Era of AI-Driven Chemistry

Open Molecules 2025 is a landmark dataset of over 100 million quantum-level molecular simulations, developed by Meta and U.S. national labs, to train machine learning models for chemistry. It paves the way for rapid, low-cost predictions in drug discovery, energy storage, and materials science.

17 Jun 2025

New AI Method Cleans Dirty Data Before Training And Boosts Model Accuracy

Researchers at Florida Atlantic University have developed an automated method to detect and remove mislabeled data before training machine learning models, significantly improving their reliability and performance. The approach uses L1-norm principal component analysis to identify outliers without manual tuning or assumptions.

17 Jun 2025

AI Tools Play Distinct Roles in Creativity: Study Maps How LLMs, T2I, and T2-3D Boost Design Innovation

This study systematically compares how different generative AI tools—LLMs, text-to-image (T2I), and text-to-3D (T2-3D) models—support distinct stages of the creative process. The findings reveal a practical framework for aligning each AI type with ideation, visualization, or prototyping tasks.

17 Jun 2025

AI Transforms Water Treatment Into a Smart, Self-Learning System

This perspective paper proposes a comprehensive, three-axis blueprint to integrate AI into water treatment at the technological, engineering, and industrial levels. By transforming rigid systems into intelligent, adaptive infrastructures, AI promises efficiency, resilience, and sustainability in water management.

17 Jun 2025

Brain-Inspired AI Design Adds a New Dimension to Smarter, Greener Neural Networks

Researchers at Rensselaer Polytechnic Institute and City University of Hong Kong propose a novel AI framework inspired by 3D brain-like neural structures and recursive loops. This vertically structured design could make AI systems more efficient, adaptive, and accessible while offering insights into human cognition.

17 Jun 2025

JMU Researchers Reveal Critical Flaws in AI-Driven Teacher Prep

JMU professors Amanda Gantt Sawyer and Marcus Wolfe received the 2025 NTLI Fellowship for their research on preservice teachers’ use of AI-generated math curricula. Their study found that most adaptations made by future teachers focused on visual appeal rather than critical content evaluation.

5 Jun 2025

Albany Physicists Set New Standard for Scientific Study of UAPs With Data-Driven Approach

A University at Albany physics team has established scientifically rigorous methods for documenting and analyzing Unidentified Anomalous Phenomena (UAP), advancing the field beyond anecdotal accounts to data-driven investigations. Their field-tested approach—featuring multi-channel instrumentation and AI-assisted image analysis—successfully explained all but one observed anomaly and is set to shape future UAP research.

5 Jun 2025

AI Supercharges Protein Design, Creating Thousands of New Molecules for Medicine

A new AI tool developed by Chongqing University and Zhejiang University has created 7,245 novel proteins entirely by computer design, dramatically speeding up and lowering the cost of protein engineering. These AI-designed proteins are optimized for stability and target binding, promising advances in drug development, diagnostics, and research.

5 Jun 2025

AI Enables Real-Time, Remote Diagnosis of Nystagmus Using Smartphone Videos

Researchers at Florida Atlantic University have developed a novel AI-driven deep learning model that uses real-time video to diagnose nystagmus, offering a cost-effective, patient-friendly alternative to traditional equipment.

5 Jun 2025

AI’s Blind Spot: Machines Fail to Capture the Full Bloom of Human Experience

A new study finds that artificial intelligence, even with advanced training, cannot represent human concepts grounded in sensory and motor experiences, such as “flower,” with the same richness as humans do. AI language models excel at abstract terms but fall short when concepts require multisensory and embodied understanding.

5 Jun 2025

Viam Brings AI-Driven Automation To Yacht Manufacturing With Viking

Viam has partnered with Viking Yachts to automate the labor-intensive fiberglass sanding process in yacht manufacturing using adaptive robotics. This collaboration aims to improve efficiency, consistency, and worker safety, signaling a major step forward in marine industry automation.

4 Jun 2025

Lockheed Martin Launches AI Fight Club to Accelerate Battle-Ready AI for National Defense

Lockheed Martin has unveiled AI Fight Club™, a national competition platform that challenges teams to develop and test artificial intelligence in highly realistic military scenarios. The initiative aims to accelerate the deployment of robust, mission-ready AI for U.S. defense by simulating air, land, sea, and space operations.

4 Jun 2025

Matillion Unleashes AI Data Engineers To Transform Data Workflows And Empower Every User

Matillion has launched Maia, a team of agentic AI data engineers that automate and simplify the entire data engineering workflow, allowing both technical and non-technical users to build robust data pipelines with natural language prompts.

4 Jun 2025

AI News

AI Generates Entire Songs in Your Chosen Style Using New Transformer-GAN Breakthrough

AI Turns Simple Sketches Into Detailed 3D Models With Deep3DSketch-im

AI Detects Toxic Food Contaminants Before They Reach Your Plate

AI Spots Star’s Fatal Spiral Into a Black Hole, Then It Explodes

AI Text Generation Evolves Beyond Templates to Transform Communication

Nations Race to Equip Workers for an AI Future, but Soft Skills Still Set Humans Apart

Human Ingenuity, Not AI, Will Drive Lasting Competitive Advantage

Open Molecules 2025 Powers a New Era of AI-Driven Chemistry

New AI Method Cleans Dirty Data Before Training And Boosts Model Accuracy

AI Tools Play Distinct Roles in Creativity: Study Maps How LLMs, T2I, and T2-3D Boost Design Innovation

AI Transforms Water Treatment Into a Smart, Self-Learning System

Brain-Inspired AI Design Adds a New Dimension to Smarter, Greener Neural Networks

JMU Researchers Reveal Critical Flaws in AI-Driven Teacher Prep

Albany Physicists Set New Standard for Scientific Study of UAPs With Data-Driven Approach

AI Supercharges Protein Design, Creating Thousands of New Molecules for Medicine

AI Enables Real-Time, Remote Diagnosis of Nystagmus Using Smartphone Videos

AI’s Blind Spot: Machines Fail to Capture the Full Bloom of Human Experience

Viam Brings AI-Driven Automation To Yacht Manufacturing With Viking

Lockheed Martin Launches AI Fight Club to Accelerate Battle-Ready AI for National Defense

Matillion Unleashes AI Data Engineers To Transform Data Workflows And Empower Every User

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