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Computing&AI Connect

Volume 3


open-access Research Article

Available Online: 15 Sep 2026

IncrConsist: Efficient Incremental Consistency Maintenance for LLM-Maintained Knowledge Bases

Volume 3

Background: LLM-based agents are increasingly deployed not only to answer queries but to maintain persistent, evolving knowledge bases—continuously ingesting sources, revising assertions, and reconciling contradictions. After every edit, the knowledge base must be verified for internal consistency. However, naive full re-verification requires O(n²) pairwise comparisons, exceeding 90 seconds per edit step at 500-page scale and rendering it impractical for continuous maintenance. Methods: The authors present IncrConsist, an incremental consistency maintenance framework that..

open-access Perspective

Available Online: 27 Aug 2026

AI-Guided Self-Driving Laboratories for Advanced Materials Discovery

Volume 3

open-access Research Article

Available Online: 17 Aug 2026

Machine Learning-Driven Multimodal Forensic Data Fusion for Enhanced Disaster Victim Identification: Integrating DNA, Dental, and Facial Image Data

Volume 3

open-access Research Article

Available Online: 10 Aug 2026

Performance Optimization of High-Speed Wireless Communication Systems Using Machine Learning

Volume 3

High speed wireless communication systems support the data-intensive requirements of contemporary 5G networks and emerging 6G technologies. However, maintaining high throughput, low latency, and reliable connectivity in rapidly varying wireless channels remains a significant engineering challenge. This study presents a machine-learning-driven framework that integrates a deep reinforcement learning (DRL) scheduler with a hybrid CNN-LSTM channel predictor to jointly optimize radio resource allocation, modulation order, transmit power, and bandwidth assignment in..

open-access Research Article

Available Online: 04 Aug 2026

Architecture of Sintered-Regolith Lunar Polar Microhabitats for Biofilm Research

Volume 3

open-access Research Article

Published: 15 Jul 2026

A Zero-Trust AI-Blockchain Architecture for Quantum-Secure Metaverse Platforms

Volume 3

open-access Research Article

Published: 11 May 2026

Attention-Based LSTM for Sign Language Recognition Leveraging Spatiotemporal Keypoints

Volume 3

open-access Research Article

Published: 12 May 2026

A Comparative Evaluation of Imputation Techniques for Missing Data: A Simulation-Based Analysis

Volume 3

Missing data are a common occurrence in research and, if not appropriately addressed prior to analysis, may compromise the validity of study findings. This article evaluates the effectiveness of various imputation techniques as formal approaches for handling missing covariate data. Root Mean Squared Error (RMSE) was computed for each imputation method under Missing Completely at Random (MCAR) and Missing at Random (MAR) mechanisms to identify the technique that yielded the..