Skip to content

Minority Mindset

  • Denis Avetisyan: Where AI Meets Quantum Magic

Science

The Hidden Cost of AI: Beyond the Algorithm

16.12.2025 by qfx

A new analysis reveals the systemic environmental risks posed by artificial intelligence, extending far beyond direct energy consumption.

Categories Science

Seeing is Believing: AI Spots Traffic Accidents in Surveillance Video

16.12.2025 by qfx

The dataset captures the chaotic reality of accidents through diverse visual conditions-varying camera perspectives, times of day, and weather-challenging any model attempting to impose order on such unpredictable events.

A new deep learning system leverages the power of Transformer networks and optical flow to automatically identify traffic accidents as they happen.

Categories Science

Decoding the Brain’s Language: A New Model for Understanding Neural Dynamics

16.12.2025 by qfx

A student-teacher architecture learns stable representations of brain dynamics by aligning temporal views and leveraging a semantic tokenizer to create robust functional brain network tokens, subsequently employing three distinct losses-temporal regularization for stability (${\mathcal{L}\_{TTR}}$), latent space prediction of masked tokens (${\mathcal{L}\_{Tok}}$), and a global cross-view loss (${\mathcal{L}\_{CLS}}$)-to achieve a high-level, semantic understanding.

Researchers have developed a novel foundation model, Brain-Semantoks, capable of learning abstract representations of brain activity and offering unprecedented insights into the complex patterns of neural processing.

Categories Science

Keeping Students on Track: How AI Can Stabilize Academic Progress

16.12.2025 by qfx

The study leverages Activity Theory as a framework to interpret learning analytics, grounding the investigation within a systemic understanding of purposeful human activity.

New research demonstrates that intelligently applied AI support can significantly improve outcomes for at-risk undergraduate students.

Categories Science

Decoding Aave: A Cross-Chain Data Revolution

15.12.2025 by qfx

Cross-chain deposit volumes, as aggregated from the dataset, reveal the flow of value between blockchain networks.

New infrastructure unlocks comprehensive analysis of the Aave protocol across multiple blockchains, providing a clearer view into the world of decentralized lending.

Categories Science

Life’s What Happens When You’re Planning: How People Use AI to Map Their Futures

15.12.2025 by qfx

A planned trajectory, visualized as a primary green line, navigates a complex decision space where divergent gray branches represent alternative pathways and the inherent risk of unsuccessful outcomes.

New research explores how individuals are leveraging AI chatbots like ChatGPT to tackle long-term life planning, and where these tools fall short.

Categories Science

Spotting Smoke and Mirrors: AI Tackles Corporate Greenwashing

15.12.2025 by qfx

The EmeraldGraph knowledge graph organizes information about a company by categorizing nodes into distinct types-Initiative, Location, Material, Product, Goal, Sustainability Claim, Organization, Facility, and KPI Observation-thereby establishing a structured representation of interconnected business elements.

A new framework leverages knowledge graphs and large language models to critically assess sustainability claims and expose misleading environmental reporting.

Categories Science

Predicting Magnetic Losses with AI: A Physics-Informed Approach

15.12.2025 by qfx

The SEPI-TFPNet model architecture processes 1,024-point time-series data through hierarchical feature extraction and integrates it with scalar physical features via an adaptive multimodal fusion module, guided by a customized loss function that constrains both an empirical model and a data-driven model informed by spectral-entropy discrimination and an explicit physics-prior feature channel, ultimately predicting core loss through a three-layer MLP.

A novel deep learning architecture leverages spectral entropy and feature fusion to dramatically improve the accuracy and robustness of magnetic core loss prediction.

Categories Science

Beyond Connections: Predicting Trust in Evolving Networks

15.12.2025 by qfx

The study demonstrates a context-aware trust prediction system’s ability to differentiate between user pairs-accurately identifying distrusted relationships in some cases and trusted relationships in others-suggesting the model captures nuanced interactions beyond simple overall assessments.

A new model leverages contextual understanding and dynamic graph analysis to anticipate reliable relationships within complex systems.

Categories Science

Seeing Through the Blockchain: AI Detects Smart Contract Attacks

15.12.2025 by qfx

A novel model is proposed for detecting cyberattacks targeting Ethereum smart contracts and transactions.

A new approach uses computer vision techniques to analyze blockchain transactions and identify malicious activity within smart contracts.

Categories Science
Older posts
Newer posts
← Previous Page1 … Page38 Page39 Page40 … Page72 Next →
© 2026 Minority Mindset • Built with GeneratePress