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Science

Lost in Translation: Why AI Still Misunderstands You

26.12.2025 by qfx

The system demonstrates an ability to maintain factual accuracy in bridge height analysis-a capability achieved without necessitating intent recognition, suggesting robustness even in the absence of higher-level cognitive functions.

Despite remarkable advances in language processing, artificial intelligence consistently struggles to accurately interpret user intent, opening the door to manipulation and unexpected behavior.

Categories Science

Predicting Gravity’s Dance: A New Approach to N-Body Simulations

25.12.2025 by qfx

The study of Neural ODEs, applied to a specific case with complete training data, demonstrates performance sensitivity to noise levels when modeling body dynamics.

Researchers are leveraging the power of differential equations to more accurately and efficiently forecast the movements of multiple celestial bodies.

Categories Science

When Systems Start to Waver: Detecting Instability Before It’s Too Late

25.12.2025 by qfx

New research reveals a universal indicator-critical slowing down-that can predict impending failure in a wide range of systems, from engineered infrastructure to natural ecosystems.

Categories Science

Building Trustworthy AI: A Blockchain-Secured Perception-Action Loop

25.12.2025 by qfx

A novel architecture integrates agentic artificial intelligence with blockchain governance, employing perception and [latex]LangChain[/latex]-based reasoning to inform action execution-managed by a mechanism called MCP-while utilizing blockchain evaluation to ensure systemic integrity.

This research introduces an architecture that uses blockchain technology to enhance the security, transparency, and accountability of artificial intelligence systems operating in real-world environments.

Categories Science

Tracking AI: A New Framework for Secure Interactions

25.12.2025 by qfx

Figure 2: System Workflow The system operates through a cyclical process of perception, planning, and action, where incoming sensory data informs a predictive model-described by [latex]P(\mathbf{x}_t | \mathbf{x}_{t-1})[/latex]-to anticipate future states and subsequently refine action selection through a learned policy, ultimately optimizing for desired outcomes within a dynamic environment.

A novel system aims to establish a clear record of AI application activity, fostering accountability and mitigating risks in increasingly complex AI ecosystems.

Categories Science

Predicting Wildfire’s Impact, Building by Building

25.12.2025 by qfx

A new approach combines machine learning and physics-based modeling to assess wildfire risk at the individual building level, factoring in both environmental conditions and structural vulnerabilities.

Categories Science

Decoding Startup Potential: How Expert Insights Predict Success

25.12.2025 by qfx

A new framework combines qualitative analysis of investor-founder conversations with machine learning to offer a more nuanced and accurate view of startup viability.

Categories Science

Safeguarding 5G: A Neuro-Symbolic Approach to Autonomous Network Control

25.12.2025 by qfx

The architecture enforces safety by strategically layering a probabilistic Topological SLAM ($TSLAM$)-a system prone to uncertainty-between the unyielding certainty of the NKG and a validating policy layer, effectively containing potential errors within a defined governance triad.

Researchers have developed a novel framework that blends the power of artificial intelligence with formal verification to ensure the safe and reliable operation of next-generation 5G networks.

Categories Science

Decoding Market Signals: A New Approach to Equity Premium Prediction

25.12.2025 by qfx

The relationship between the Aligned Economic Index - a composite measure reflecting economic conditions - and the equity premium, calculated from January 1960 to December 2017, suggests a discernible connection between economic downturns - as marked by NBER recession dates - and fluctuations in investor risk appetite.

Researchers have developed a refined forecasting model that leverages economic indicators and regime switching to better anticipate equity premium movements.

Categories Science

Beyond the Words: AI Spots Cyberbullying in Spanish

25.12.2025 by qfx

The architecture facilitates cyberbullying detection by dissecting online interactions, employing a multi-layered system to identify malicious patterns and potentially harmful content-a calculated deconstruction of digital communication to expose hidden aggression.

A new deep learning model is demonstrating impressive accuracy in identifying online harassment within Spanish-language text.

Categories Science
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