Weekly Review 4 September 2026

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. AI can generate code, but the code is not reliable: https://futurism.com/artificial-intelligence/scientist-horrified-vibe-coded-work-conference-wrong
2. AI is hitting entry-level jobs the hardest, so young people are missing out the most: https://arstechnica.com/ai/2026/08/ai-is-hitting-entry-level-jobs-hardest-stanford-study-finds/
3. Even Bill Gates is now warning about the societal problems that AI is going to cause: https://www.theregister.com/ai-and-ml/2026/08/26/gates-warns-society-faces-an-ai-pocalypse-unless-we-get-more-socialist/5292560
4. Young people are turning to practical and heritage skills as entry-level jobs are eliminated by AI: https://www.theguardian.com/money/2026/aug/27/ai-proof-jobs-traditional-crafts
5. The more access to data and services an AI has, the more damage it can do when it goes rogue: https://www.techtarget.com/ai/news/366649796/When-AI-agents-go-rogue-What-enterprise-leaders-need-to-know
6. Turns out kids aren't that interested in engaging with an AI tutor: https://futurism.com/future-society/12-year-olds-access-ai-tutor-ignored
7. One analysis says that AI is finally going to start showing a return on investment: https://www.theregister.com/ai-and-ml/2026/08/25/mckinsey-says-enterprise-ai-is-finally-on-the-road-to-roi/5292388
8. Some recommendations on how teaching institutions can handle students using AI: https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/08/28/mit-ai-report-calls-alternative-grading
9. AI is a useful tool for radiologists, not a replacement for them: https://arstechnica.com/health/2026/08/ai-wont-replace-radiologists-but-it-will-dramatically-change-their-jobs/
10. AI isn't increasing productivity in companies, instead it seems to be creating a treadmill of non-improvement: https://www.computerworld.com/article/4215022/why-ai-doesnt-make-companies-more-productive.html
11. So it turns out that if you remove the guardrails from an AI, they do things you didn't intend them to: https://arstechnica.com/security/2026/08/how-openai-let-a-mob-of-llm-agents-game-a-test-and-ransack-hugging-face/
12. How AI is affecting the job market: https://www.kdnuggets.com/understanding-the-impact-of-ai-on-job-markets
13. Yet another lawsuit over how AI training data is acquired, this time from streamers: https://www.extremetech.com/internet/streamers-sue-twitch-and-amazon-over-ai-training-data-fiasco
14. How AI is changing the management of computer networks: https://www.informationweek.com/cyber-resilience/ai-is-changing-network-management-how-smart-can-networks-get-
15. How to use Small Language Model AI: https://www.kdnuggets.com/the-local-ai-stack-for-productive-slms
16. An explanation of open AI models: https://www.computerworld.com/article/4213156/what-are-open-ai-models.html
17. While AI data centres certainly use a lot of electricity, how much water they use it a bit less clear-cut: https://arstechnica.com/ai/2026/08/how-much-of-a-problem-is-ais-water-use/
18. It's not clear how much extra capacity countries should be adding to their electrical grids in anticipation of AI data centres: https://www.techrepublic.com/article/news-anthropic-5gw-ai-data-centers-australia/
19. If AI will attack other AI just to solve a problem, we will be really doomed when someone tells an AI to make a lot of paperclips: https://www.theregister.com/security/2026/08/27/openai-explains-how-its-naughty-ai-agents-attacked-hugging-face/5292780
20. More and more people who were once optimistic about AI are becoming pessimistic about the damage it can cause: https://www.theregister.com/columnists/2026/08/28/unsafe-at-any-speed-ai-optimists-are-turning-cautious-as-safety-concerns-mount/5292853
21. A translation layer to enable AI to operate hardware: https://www.theregister.com/ai-and-ml/2026/08/28/anthropic-proposes-plumbing-spec-to-link-ai-agents-to-lab-kit-and-robots/5293135
22. If I were recruiting a strategist for government AI, I would want someone with experience in AI: https://www.theregister.com/ai-and-ml/2026/08/27/want-to-lead-whitehalls-ai-strategy-ai-experience-is-not-essential/5292894
23. Meta's plan to replace vast numbers of workers with AI turned into a real disaster: https://futurism.com/artificial-intelligence/mark-zuckerberg-secret-plan-replace-meta-staff-ai
24. Processing mammograms with AI shows promise in detecting heart disease: https://www.theguardian.com/society/2026/aug/27/mammograms-heart-disease-in-women-study
25. Meta's shift to being AI-first didn't just fail, it did real damage: https://arstechnica.com/ai/2026/08/metas-scrapped-plans-to-go-ai-native-included-slashing-teams-by-60-percent/
26. Some different perspectives on what it means for students to be AI literate: https://www.insidehighered.com/opinion/columns/confessions-community-college-dean/2026/08/28/readers-respond-ai-literacy
27. An AI highlighted blood vessels and nerves in realtime to reduce the risk of brain surgery: https://futurism.com/health-medicine/doctors-just-used-ai-to-perform-brain-surgery

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 9, September 2026

1) Recent Advances of Multimodal Continual Learning: A Comprehensive Survey

Author(s): D. Yu, X. Zhang, Y. Chen, A. Liu, Y. Zhang, P. S. Yu, I. King

Pages: 4014 - 4034

2) Rethinking the Utilization of Individual Rewards in Multiagent Reinforcement Learning With Sparse Team Rewards

Author(s): Y. Zhang, Y. Xu, C. Zhang, C. Wang, Z. Yang, B. Tang, E. Chung

Pages: 4035 - 4049

3) Incomplete Multimodal Federated Learning via Masking and Contrasting Prototypes

Author(s): G. Bao, Q. Zhang, D. Miao, Z. Gong, C. Chen, L. Hu, L. Cao

Pages: 4050 - 4062

4) Using Class and Domain Information to Address Domain Shift in Federated Learning

Author(s): C. -Y. Chiou, C. -R. Huang, L. L. Latour, Y. C. Fann, P. -C. Chung

Pages: 4063 - 4077

5) ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning

Author(s): A. Taherpour, X. Wang

Pages: 4078 - 4092

6) Neural-Adaptive Finite-Time Consensus Tracking of Singular Multiagent Systems With Actuator Attack

Author(s): X. Liu, Y. Yan, Y. Xie, X. Wu

Pages: 4093 - 4105

7) Dual-Teacher and Dual-Prompt Pool for Few-Shot Dialog State Tracking

Author(s): D. Wu, Y. Li, Z. Yu

Pages: 4106 - 4120

8) A Multiobjective Evolutionary Algorithm Based on Bipopulation With Uniform Sampling for Neural Architecture Search

Author(s): Y. Xue, P. Jiang, C. Zhu, Y. Zhang, R. Cheng, K. Gao, D. Gong

Pages: 4121 - 4135

9) Benefiting From OOD Samples in Open-Set Semi-Supervised Object Detection

Author(s): Y. Zou, K. Wang, J. Li, C. Wang, S. Liu, L. Lin, G. Li

Pages: 4136 - 4150

10) Logits-Level Balanced Machine Unlearning for LLM-Based Recommendation System

Author(s): C. Tan, X. Li, Y. Qu, C. Chen, S. Cui, L. Gao

Pages: 4151 - 4165

11) Unsupervised Deep Spectral Basis Learning for Generalized Eigendecomposition and Spectral Embedding

Author(s): D. Sun, Y. Pei, T. Wang

Pages: 4166 - 4178

12) ITS-ShipFormer: An Informative Token Selection Former for SAR Ship Recognition

Author(s): Y. Shang, W. Pu, C. Wu, Y. Huang, Y. Zhang, J. Wu, J. Yang, J. Wu

Pages: 4179 - 4193

13) Gauss--Newton Temporal Difference Learning With Nonlinear Function Approximation

Author(s): Z. Ke, J. Zhang, Z. Wen

Pages: 4194 - 4203

14) NPSVC++: A Representation Learning Framework for Nonparallel Classifiers

Author(s): J. Zhang, Z. Lai, J. Zhou, G. Liang

Pages: 4204 - 4218

15) Fine-Grained Analysis of Nonparametric Estimation for Pairwise Learning

Author(s): J. Zhou, S. Huang, H. Feng, P. Wang, D. -X. Zhou

Pages: 4219 - 4230

16) Fortifying Robustness in Graph Neural Networks: A Loss Correction Approach to Mitigate Label Noise

Author(s): I. -C. Hsieh, C. -T. Li

Pages: 4231 - 4245

17) TCPFMC: Trustworthy Cyclic Progressive Fusion for Multimodal Classification

Author(s): A. Li, D. Miao, T. Gao, S. Mei, F. Gu, C. Chen, A. Wang, H. Fan, X. Liu

Pages: 4246 - 4260

18) Beyond Subject-Specific Models in Dynamical Human--Machine Interaction: Benchmarking and Optimization Strategies

Author(s): L. Manneschi, M. O. A. Ellis, E. Donati

Pages: 4261 - 4274

19) Redundancy Removal and Knowledge Alignment-Based Personalized Federated Learning for Online Condition Monitoring

Author(s): J. Ji, H. Li, K. X. Lai, Y. Zheng, X. Jiang

Pages: 4275 - 4289

20) K-Free Dependence Bayesian Classifiers

Author(s): K. Meng, H. Zhang, L. Jiang, P. Lv, S. He, M. Xu

Pages: 4290 - 4303

21) PerC-SimAM-BLSTM: Position Perception Circular Convolution With Simple Attention Mechanism Based on BLSTM for Bundle Branch Block Detection

Author(s): J. Wang, B. Shi

Pages: 4304 - 4314

22) DPIU: Dynamic Pedestrian Intention Understanding Through Cognitive Decision-Making

Author(s): J. Xiao, Z. Li, M. Wang, Y. Xie, Q. Ma, X. Wang, Y. Sun

Pages: 4315 - 4329

23) Robust Image-Based Visual Servoing Formation Control for Quadrotors Without Communication via Reinforcement Learning

Author(s): X. Yi, H. Liu, H. Duan, B. Luo, S. Zuo

Pages: 4330 - 4341

24) Fractional-Order Dynamics Learning and Control via Data-Driven Approaches: Taking Soft Manipulator as an Example

Author(s): X. Shao, L. Xu, S. Zhang, G. Sun, C. Wu

Pages: 4342 - 4356

25) A Push-Pull Network Mechanism Revealed by Describing Function Analysis for Alzheimer's Pathological Oscillations

Author(s): C. Liu, W. Li, S. Wang, J. Wang, J. Wang, H. Wu, K. A. Loparo, C. Fietkiewicz

Pages: 4357 - 4368

26) Global Polynomial Synchronization of Uncertain Complex-Valued Reaction--Diffusion T--S Fuzzy Memristive Neural Networks With Proportional Delays Under Adaptive Event-Triggered Control

Author(s): Y. Guo, L. Zhou

Pages: 4369 - 4380

27) Rederived Closed-Form Continuous-Time Neural Networks

Author(s): X. Liang, S. Zhou, L. Chen, L. Weng, H. Lin, Y. Huang, M. Xia

Pages: 4381 - 4395

28) TSFA: A Two-Stage Feature Alignment Method for Unsupervised Open-Set Domain Adaptation in Time-Series Classification

Author(s): Q. Wang, D. Ma, L. Zhang, Z. Tian, S. Du

Pages: 4396 - 4408

29) Multistage PCA Whitening: A Robust Method to Dimensionality Reduction in Image Retrieval

Author(s): B. -J. Zhang, G. -H. Liu, Z. Li, S. -X. Song

Pages: 4409 - 4423

30) Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation

Author(s): J. Qu, X. Han, Y. Pu, M. -L. Chui, S. T. Gunda, Z. Chen, J. Qin, A. D. King, W. C. -W. Chu, J. Cai, M. T. -C. Ying

Pages: 4424 - 4438

31) A Neural-Network-Assisted Approach to Recursive State Estimation for Energy Harvesting Complex Networks With Unknown Nonlinearities

Author(s): Y. Zhang, Z. Wang, L. Zou, J. Du, S. -H. Yang

Pages: 4439 - 4453

32) GeNeX: Genetic Network eXperts Framework for Addressing Validation Overfitting

Author(s): E. Pintelas, I. E. Livieris

Pages: 4454 - 4468

33) Coupled Impulsive Control for Multisynchronization of Multistable Stochastic Neural Networks Under Parameter Uncertainties

Author(s): X. Li, S. Zhu, Z. Zhang, W. Luo, S. Wen

Pages: 4469 - 4481

34) Focus on Your Focus (FOYF): Cross-Domain Few-Shot Semantic Segmentation by Attention Specialization

Author(s): J. Xu, Z. Wei, Z. Huang, G. Ma, Y. Liu

Pages: 4482 - 4492

35) Topology-Optimal Multiple Gossip Steps for Decentralized Federated Learning via Gossip Tensor

Author(s): Y. Zhong, L. Ma, X. Yan

Pages: 4493 - 4506

36) Toward Robust End-to-End Delay Prediction: A GNN Approach With Routing-Aware Attention and Masked Subgraph Sampling

Author(s): Z. Wang, Y. Chen, D. Liu, H. Wang, Y. Zhou, W. Zheng

Pages: 4507 - 4518

37) CIRCUS: A Causal Intervention-Based Framework for Enhancing Counterfactual Fairness in Trained Classifiers

Author(s): Q. Yang, Y. Deng, J. Huang, L. Lu, P. Zhou, G. Min

Pages: 4519 - 4533

38) A Deep Learning Approach for Dynamic Modeling of Stimulated Raman Scattering in Chalcogenide Microstructured Optical Fibers

Author(s): J. Fu, Y. Liu, Q. Wang, M. Pan, T. Cheng

Pages: 4534 - 4548

39) Novel Meta Mode-Adaptive Multihead Attention for Multimode Industrial Process Soft Sensing

Author(s): Y. -L. He, Y. -B. Zhao, Y. Xu, Q. -X. Zhu, P. -F. Wang

Pages: 4549 - 4558

40) Robust Reinforcement Learning via Leveraging Historically Optimal Policy With Regulation of Performance

Author(s): Q. Chen, F. Zhu

Pages: 4559 - 4573

41) Deterministic Learning-Based Fault Identification for Nonlinear Sampled-Data Systems: Learning Accuracy Analysis

Author(s): T. Chen, J. He, J. Hu, C. Wang

Pages: 4574 - 4586

42) Bilateral Sharpness-Aware Minimization for Flatter Minima

Author(s): J. Deng, J. Pang, B. Zhang, Q. Huang

Pages: 4587 - 4596

43) Spatiotemporal Decoupled Learning for Spiking Neural Networks

Author(s): C. Ma, X. Chen, K. C. Tan, J. Wu

Pages: 4597 - 4611

44) Adaptive Niching-Based Gradient-Accelerated Differential Evolution for High-Dimensional Nonconvex Optimization

Author(s): Q. Yu, X. Liang, J. Liu, P. Tian, L. Jian

Pages: 4612 - 4624

45) An Enhanced Low-Computational-Complexity Predefined-Time Convergent Zeroing Neural Network for Constrained Time-Varying Quadratic Programming With Kinematic Control of Robotic Manipulator

Author(s): J. Yang, Z. Li, W. Li

Pages: 4625 - 4637

46) Seeing What Few-Shot Learners See: Contrastive Cross-Class Attribution for Explainability

Author(s): L. Chen, P. Hu, Z. Liu

Pages: 4638 - 4652

47) Enhancing Stability of Probabilistic Model-Based Reinforcement Learning by Adaptive Noise Filtering

Author(s): W. Huang, X. Yue, Y. Chen, T. Sun, Y. Cui

Pages: 4653 - 4665

48) CoreKD: A Context-Aware Local Region Structural Contrastive Knowledge Distillation Framework for Object Detection

Author(s): J. Yi, J. Mao, Y. Wang, T. Liu, M. Li, K. Zeng, H. Zhang, X. Chang

Pages: 4666 - 4680

49) Prompt Then Refine: Prompt-Free SAM-Enhanced Collaborative Learning Network for Detecting Salient Objects in Underwater Images

Author(s): W. Zhou, B. Tang, X. Dong, F. Qiang

Pages: 4681 - 4695

50) Rethinking Spectral Graph Neural Networks With Spatially Adaptive Filtering

Author(s): J. Guo, K. Huang, X. Yi, Z. Su, R. Zhang

Pages: 4696 - 4710

51) Learning From M-Tuple One-vs-All Confidence Comparison Data

Author(s): J. Qin, J. Li, C. Hua, Y. Yang

Pages: 4711 - 4725

52) Sparse Variational Student-t Processes for Heavy-Tailed Modeling

Author(s): J. Xu, D. Zeng, J. Paisley

Pages: 4726 - 4739

53) Learning Optimal Policies With Local Observations for Cooperative Multiagent Reinforcement Learning

Author(s): H. Kong, Q. Xing, Q. Wang, H. Chen, R. Niu, Z. Duan, S. Wang, Y. Chang, I. King

Pages: 4740 - 4754

54) When Optimal Transport Meets Photo-Realistic Image Dehazing With Unpaired Training

Author(s): Y. Wen, T. Gao, S. Liang, D. Zhang, Z. Li, J. Qin, T. Chen

Pages: 4755 - 4769

55) Bridging Distribution Gaps in Time Series Foundation Model Pretraining With Prototype-Guided Normalization

Author(s): P. Gong, E. Eldele, M. Wu, Z. Chen, X. Li, D. Zhang

Pages: 4770 - 4784

56) Accelerated Reinforcement Learning With Verifiable Excitation for Cubic Convergence

Author(s): J. Wu, C. Wen, Y. Zhu

Pages: 4785 - 4798

57) Hybrid Action-Based Reinforcement Learning for Multiobjective Compatible Autonomous Driving

Author(s): G. Jin, Z. Li, B. Leng, W. Han, L. Xiong, C. Sun

Pages: 4799 - 4812

58) Differentially Private Accelerated Distributed Algorithm for Aggregative Optimization

Author(s): B. Liu, D. Li, L. Chai

Pages: 4813 - 4823

59) Anti-Disturbance Proximal Neural Networks for Composite Resource Allocation

Author(s): L. Luan, S. Qi, S. Qin

Pages: 4824 - 4834

60) Multiobjective Simulated Annealing-Based Stopwords Substitution for Rubbish Text Attack

Author(s): C. Li, X. Yang, A. Wang, Y. Gong, B. Liu, W. Liu

Pages: 4835 - 4848

61) Semantic Prompt and Graph-Convolution-Structure Distillation Framework for Semantic Segmentation of Remote Sensing Images

Author(s): W. Zhou, J. Xie, C. Xu

Pages: 4849 - 4862

62) TopoCL: Topological Contrastive Learning for Time Series

Author(s): N. Kim, H. Baik, Y. Yoon

Pages: 4863 - 4874

63) Hybrid Convolution Reparameterization for Efficient Deep Learning-Based Nonprecipitation Echo Recognition and Removal

Author(s): J. Si, L. Han, L. Zhang, C. Li

Pages: 4875 - 4889

64) Fusion of Supervised Feature Selection and Unsupervised Clustering for Multinuclei Classification of MER Signals in DBS for Parkinson's Disease

Author(s): X. Lu, X. Du, P. Lun, Y. Ren

Pages: 4890 - 4904

65) Policy-Adjustable Q-Learning for Data-Driven Nonlinear Optimal Tracking Control

Author(s): J. Chen, D. Gong, Y. Zhao, S. Song, M. Zhu

Pages: 4905 - 4912

Thursday, September 3, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 9, September 2026

1) Physics-Informed Kolmogorov–Arnold Networks for Granular Fuzzy Fractional Optimal Control Problems

Author(s): A. Kazemi, A. A. Aghaei, A. Nazemi

Pages: 2769 - 2778

2) Gravity Sensor-Based Fuzzy Image Fusion and Fuzzy Adaptive Feature Integration Network for Animal Behavior Monitoring

Author(s): C. Zhang, D. Meng, Z. Wang, N. Xu, X. Fan, T. Sun, Z. Zhan, Y. Zhao

Pages: 2779 - 2793

3) TVFI-GST: From Regime-Level Importance to Fusion-Aware Traffic Forecasting

Author(s): R. Zhang, W. Ding, J. H. Yoon, J. Zhan

Pages: 2794 - 2809

4) Zonotopic Fault Detection for Space Tethered Satellite Fuzzy System Based on Polynomial Chaos Expansion

Author(s): L. Zhang, Z. Wang, X. Li, A. Zolghadri, Y. Shen

Pages: 2810 - 2819

5) Physics Informed Fuzzy Extended State Observer-Based Active Adaptive Control for Flapping-Wing Micro Aerial Vehicles

Author(s): X. Li, V. P. Tran, S. G. Annavati, M. Garratt

Pages: 2820 - 2834

6) Manipulation of Deformable Objects With Soft Grippers Based on Adaptive Fuzzy Control and a Self-Supervised Feature Descriptor

Author(s): Y. Xu, N. Han, J. Li, T. Yang, Y. -H. Liu, N. Sun, D. Navarro-Alarcon

Pages: 2835 - 2849

7) Predicting Future Events in Few-Shot Fuzzy Temporal Knowledge Graphs With Cascaded Transformers

Author(s): X. An, L. Bai

Pages: 2850 - 2860

8) A Fuzzy-Based Time-Varying Fault Detection Method for Aircraft Avionics Systems

Author(s): X. Chen, W. Sun, B. Wang, J. Wang, H. Chen, H. -K. Lam

Pages: 2861 - 2872

9) VRFST: Voiceprint-Based Robust Wear Detection for Diamond Abrasive Tools via Fuzzy-Enhanced Spatiotemporal Features

Author(s): L. Tang, H. Tian, H. Huang, J. Xie, S. Lou, P. J. Scott, W. Zeng

Pages: 2873 - 2887

10) Fuzzy-Guided Integration With Cognitive Heuristics for Entity Matching Under Uncertainty

Author(s): X. Liu, X. Li, J. Yao, Q. Fan, H. Zheng

Pages: 2888 - 2899

11) Mode- and Rule-Dependent Extended Observer- Based $\mathcal {H}_{\infty }$ Control for Interval Type-2 T-S Fuzzy Hidden Markov Jump Systems Under FDI Attacks

Author(s): D. Wang, S. Xu, J. H. Park

Pages: 2900 - 2911

12) Reachability Analysis of Wind Turbine Systems via Fuzzy State and Output Feedback Control With Time-Dependent Sampling and Packet Dropouts

Author(s): V. Balasubramani, S. -h. Hur

Pages: 2912 - 2926

13) BIEFC-DS: Bio-Inspired Evolving Fuzzy Clustering for Data Streams

Author(s): J. Cavalcante, G. Serra

Pages: 2927 - 2939

14) Game-Theoretic Fuzzy Reinforcement Learning via Self-Triggered Mechanism

Author(s): T. Fei, J. Lee, K. Zhang, Y. Yang, Z. Li, C. K. Ahn, C. -Z. Xu

Pages: 2940 - 2952

15) Hybrid-Fault-Tolerant Synchronization for Discrete-Time Output-Coupled Fuzzy Complex Networks: A Novel Memory-Thresholds Event-Triggered Scheme

Author(s): Z. Liang, H. Zhang, Y. Mu, Z. Han, Q. Zhang

Pages: 2953 - 2962

16) 3W-GSOM: A Granular-Ball-Driven Growing Self-Organizing Map for Three-Way Clustering

Author(s): Y. Sun, P. Zhu

Pages: 2963 - 2977

17) Rank Reversal Free VIKOR and Fuzzy VIKOR—Heading Toward Absolute-Type Fuzzy Multiple-Criteria Evaluation Methods

Author(s): H. Amjad, J. Stoklasa, S. A. Bhat

Pages: 2978 - 2992

18) Joint-Granularity Documentary Fuzzy Relation Constructed via Word Bridge for Graph Text Classification

Author(s): S. Liu, F. Cen, Y. Chen, J. Yang, J. Xu, Y. Tian

Pages: 2993 - 3007

19) Fuzzy Critic Learning for Enhanced Fine-Tuning Policy Optimization

Author(s): J. Wang, D. Wang, Q. Lin, K. Ye, J. Qiao, J. M. Garibaldi

Pages: 3008 - 3021

20) Adaptive Constructive Fuzzy System With Spectral-Bounded Regularization and Dual Rule Selection

Author(s): Y. Zhang, G. Xue, J. Wang

Pages: 3022 - 3037

21) F-AVSS: A Fuzzy Layer-Importance Metric for Efficient Large Language Model Compression

Author(s): Z. Song, X. Kang, Z. Kang

Pages: 3038 - 3052

22) Optimal Consensus Adjustment Mechanism for Bidirectional Fairness and Efficiency in Fuzzy Social Networks

Author(s): X. Han, Y. Shen, J. Zhan, Y. Bao

Pages: 3053 - 3066

23) T-S Fuzzy $H_\infty$ Control for Microbial Fuel Cells

Author(s): T. Ouyang, H. Wang, B. Zhu, F. Ma, P. Ji

Pages: 3067 - 3080

24) Fuzzy Federated Graph Learning via TSK Message Passing and Contrastive Uncertainty Learning

Author(s): Z. Liu, H. Yu, Y. Liao, X. Luo

Pages: 3081 - 3094

25) Fuzzy Graph Covering to Neural Representation Learning for Multiomics Dataset With Application on Patient Classification

Author(s): A. Bhattacharya, S. Bandyopadhyay

Pages: 3095 - 3104

26) Intuitionistic Fuzzy and Robust Loss Fused Framework for Stable and Efficient RVFL Learning

Author(s): K. Ali, M. Akhtar, A. Zafar, M. Tanveer

Pages: 3105 - 3114

Tuesday, September 1, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 9, September 2026

1) Deep Reinforcement Learning With Adaptive Enhanced Attention for CTSPs

Author(s): R. Zhang, X. Xu, X. Shi, J. Cao, J. Gui

Pages: 4739 - 4750

2) Exploiting GANs Against IDSs: A Systematic Review, Meta-Analysis, and Case Study Evaluation

Author(s): Y. Alslman, M. Alkasassbeh, M. J. Abdel-Rahman

Pages: 4751 - 4773

3) Fine-Grained Features in Any-Shot Learning: A Survey

Author(s): Q. Wang, W. Li, J. Zhang, Z. Qin, L. Li

Pages: 4774 - 4791

4) Human-in-the-Loop Formation-Containment Safe Control for Multi-agent Systems via Reinforcement Learning

Author(s): L. Yang, P. Chi, J. Zhao, Y. Wang

Pages: 4792 - 4805

5) On Convergence of Adam With Data Dependent Stepsize

Author(s): A. Mazumder, R. Sabharwal, B. Kumar, M. Tayal, C. Garg, A. Roy, P. Rathore

Pages: 4806 - 4821

6) Budget-Constrained Online Retrieval-Augmented Generation: The Chunk-as-a-Service Model

Author(s): S. Al-Maliki, A. Gharaibeh, M. Rahouti, M. R. Amin, M. Abdallah, J. Qadir, A. Al-Fuqaha

Pages: 4822 - 4836

7) Dual Attention Multi-Instance Learning for Identifying Autism Spectrum Disorder Using Resting-State fMRI

Author(s): S. Q. Abbas, L. Chi, F. Xia, N. Amin, Y. -P. P. Chen

Pages: 4837 - 4852

8) Improving Neural Architecture Search by Minimizing Worst-Case Validation Loss

Author(s): H. Zhang, X. Du, R. Zhang, P. Xie

Pages: 4853 - 4867

9) Complex AFNet: A Hybrid Complex-Valued Deep Network for Atrial Fibrillation Detection

Author(s): P. S. P. K. Mahali, D. Mohanta, T. Sandhan

Pages: 4868 - 4879

10) Stereo Image Coding for Machines With Joint Visual Feature Compression

Author(s): D. Jin, J. Lei, B. Peng, Z. Pan, B. Zhao, N. Ling, Q. Huang

Pages: 4880 - 4892

11) Graph Attention Transformer With Multitask Learning for Motion Prediction in Autonomous Driving

Author(s): C. Hu, H. Jiang, P. Lang, B. Yang, X. Chen, H. Chen

Pages: 4893 - 4905

12) Heterophily-Based Dynamic Hypergraph for Semisupervised Classification and Its Application in UAV Fault Diagnosis

Author(s): S. Liang, Y. Zheng, H. Su

Pages: 4906 - 4917

13) Class-Imbalanced Learning via Multitask Multiobjective Feature Selection

Author(s): R. Jiao, N. Masuyama, Y. Nojima

Pages: 4918 - 4932

14) Dynamic Reinforcement Learning Control for Fractional-Order Neural Networks With Higher Order Interactions and Multiple Time Delays

Author(s): H. Li, M. Xiao, C. Huang, Q. Fang, X. Huang, W. Yu, Y. Yao, T. Huang, L. Rutkowski

Pages: 4933 - 4949

15) MSFASA-3DNet: Multi-Scale Feature Aggregation and Spatial Attention for 3-D Object Detection

Author(s): T. Prasanth, R. P. Padhy, B. Sivaselvan

Pages: 4950 - 4962

16) Generalized-Hukuhara Subgradient-Based Neurodynamic Approach to Nonsmooth Constrained Distributed Interval-Valued Optimization

Author(s): J. Liu, S. Liu, Y. Wang, J. Peng, X. Liao, C. Du, H. Che, J. -S. Dong

Pages: 4963 - 4976

17) Robustness-Guaranteed Reinforcement Learning Under Uncertainties in Dynamics Modeling and State Estimates

Author(s): D. Pan, Y. Huang, R. Chen, W. Lu, M. Hu

Pages: 4977 - 4992

18) Talk Structurally, Act Hierarchically: A Collaborative Refinement Framework for LLM Multi-Agent Systems

Author(s): Z. Wang, S. Moriyama, W. -Y. Wang, B. Gangopadhyay, S. Takamatsu

Pages: 4993 - 5003

19) TrustTiny-HAR: Selective, Open-Set, and Calibrated Activity Recognition on Microcontrollers

Author(s): I. Lamaakal, C. Yahyati, Y. Maleh, K. E. Makkaoui, I. Ouahbi

Pages: 5004 - 5017

20) FedDOT: Defending Federated Learning Against Overwhelming Targeted Attacks

Author(s): P. Ranjan, A. Gupta, F. Corò, S. K. Das

Pages: 5018 - 5032

21) Infinite Gaussian Mixture Autoencoder for Adaptive Deep Unsupervised Clustering

Author(s): Y. Li, J. Xuan, R. Y. Xu

Pages: 5033 - 5044

22) Redefining Non-IID Data in Federated Learning for Computer Vision Tasks: Migrating From Labels to Embeddings for Task-Specific Data Distributions

Author(s): K. Borazjani, P. Abdisarabshali, N. Khosravan, S. Hosseinalipour

Pages: 5045 - 5060

23) Generalized Holographic Reduced Representations

Author(s): C. Yeung, Z. Zou, S. Jeong, W. Huang, N. D. Bastian, M. Imani

Pages: 5061 - 5075

24) A Multimodal Feature Distillation With Mamba-Transformer Network for Brain Tumor Segmentation With Incomplete Modalities

Author(s): M. Kang, F. F. Ting, S. N. Saw, R. C. . -W. Phan, Z. Ge, C. -M. Ting

Pages: 5076 - 5090

25) Reinforcement Learning-Based Active Fault-Tolerant Control of Multi-Agent Systems

Author(s): S. Shen, X. Liu, W. Yu

Pages: 5091 - 5104

26) An End-to-End Dual-Attention Based Target Speaker Extraction Network for Explicit Optimization of Speaker Confusion

Author(s): H. Zhao, Z. Wang, Y. Han, X. Li, H. Zhao, S. Qiu

Pages: 5105 - 5116

27) No Time to Evade: Context-Aware Conditional Entropy Partitioning and Model Fusion for Robust Multiprocess Malware Detection

Author(s): L. Mauri, E. Damiani

Pages: 5117 - 5132

28) Tunable Domain Adaptation Using Unfolding

Author(s): S. Reddy, J. Katual, S. Mulleti

Pages: 5133 - 5148

29) Dual Adversarial Adaptation With Dynamic Labeling Mechanism for Semisupervised Cross-Well Lithology Identification

Author(s): J. Chang, J. Li, T. Shen, D. Liang, Y. Zhao, S. Dong, Y. Kang, W. Lv

Pages: 5149 - 5161

30) ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection

Author(s): Q. Zhang, S. Zhang, J. Liu, J. Wang, X. Lei, G. Xie, G. Jiang, Z. Lu

Pages: 5162 - 5176

31) Cross-Corpus Speech Emotion Recognition Based on Dynamically Filtering Multistage Diffusion Model

Author(s): J. Yan, B. Sun, Y. Yue, X. Zhou, Y. Liu

Pages: 5177 - 5188

32) Multimodal Transformer-Based Gait Analysis and Deep Learning Model for Slip-Resistant Footwear Evaluation

Author(s): S. Chavoshian, A. R. Fekr

Pages: 5189 - 5198

33) A Language-Enhanced Supervision-Reduced Analysis Framework for Multibranching Vessels

Author(s): X. -Y. Ma, S. -Q. Liu, X. -L. Xie, X. -H. Zhou, Z. -G. Hou, X. -K. Qu, W. -Z. Han, M. Wang, M. Song, C. -T. Zhang

Pages: 5199 - 5214

34) Utilizing Everyday Textures as Concept-Based Explanations for Deep Learning Model Prediction of Glioma Biomarker Status

Author(s): R. Akhand, F. Alizadeh, T. B. Nguyen, N. D. James, S. Rajan, R. E. Thornhill

Pages: 5215 - 5223

35) Feature Expansion With Semi-Dynamic Feature Sets (SDFS) and LLM-Powered Explainability: A Novel Approach to Discovering Missing Features

Author(s): E. Hosseini, S. Nikan

Pages: 5224 - 5238

36) AICCE: AI-Driven Compliance Checker Engine

Author(s): M. W. U. Rahman, M. M. Lopez, L. T. Mim, C. Farthing, J. Battle, K. Buckley, S. Hariri

Pages: 5239 - 5254

37) Dual-Fault Tolerant Control for Connected Vehicular Platoons Based on Extended State Fuzzy Observation

Author(s): R. Wang, P. Du, Y. Lei, Q. Zhou, T. Huang

Pages: 5255 - 5267

38) Efficient Out-of-Distribution Generalization for Pretrained GNNs via Prompt Learning

Author(s): Z. Zuo, C. Li, M. Tan, X. Gong, Y. Yuan, G. Wang

Pages: 5268 - 5277

39) TrustAI: An Expert-Based Methodology for Evaluating and Certifying the Trustworthiness of Artificial Intelligence Systems

Author(s): M. Siavvas, D. Tsoukalas, D. Kehagias, D. Tzovaras

Pages: 5278 - 5286

40) Nearest Neighbor Projection Removal Adversarial Training

Author(s): H. Singh, A. V. Subramanyam, S. Rajput, M. Kankanhalli

Pages: 5287 - 5295

Monday, August 31, 2026

Soft Computing, Volume 30, Issue 8, August 2026

1) A PSO-LSTM scheduling algorithm of KIF to deployment pods in kubernetes

Author(s): Chao-Hsien Hsieh, DeHong Kong, XingMin Zou

Pages: 5343 - 5353

2) Automated and accurate tooth crown design using 3D oral scans with deep adaptive perceptual generative adversarial network

Author(s): Lakshmi S., Shanmuganathan C.

Pages: 5355 - 5370

3) An information theoretic treatment of Yager’s probability distribution negation

Author(s): Roberto Bruno, Ugo Vaccaro

Pages: 5371 - 5383

4) Computing with speculations

Author(s): Giuseppe Filippone, Gianmarco La Rosa, Marco Elio Tabacchi

Pages: 5385 - 5391

5) Regulatory strategy evaluation for digital drugs based on binaural beats marketed for psychoactive-like effects: a Fermatean fuzzy MCDM approach

Author(s): Ahmed M. Ali, Mohamed Abdel-Basset, Ibrahim Alrashdi

Pages: 5393 - 5414

6) Permanent fuzzy graphs with application in decision making

Author(s): E. Darabian, R. A. Borzooei

Pages: 5415 - 5430

7) Polynomially accelerated explicit Gauss–Seidel method with bounded spread evolution for fully fuzzy linear systems

Author(s): Gaurav Kemwal, Sunil Kumar

Pages: 5431 - 5450

8) From Z-ideals to weak Z-ideals in MV-algebras

Author(s): Fereshteh Forouzesh, Mahta Bedrood, Giacomo Lenzi

Pages: 5451 - 5460

9) Ideal lacunary statistical soft convergence of order alpha in soft topological spaces

Author(s): Abdelwaheb Mhemdi, Ömer Kişi, Mehmet Gürdal

Pages: 5461 - 5471

10) Characterization of inverse fuzzy mixed graphs in terms of cycles with application

Author(s): Rahul Mondal, Ganesh Ghorai

Pages: 5473 - 5488

11) Robust hybrid analytical three-way decision paradigms for conflict resolution in manufacturing systems: integrating fermatean fuzzy logic and risk assessment mechanisms

Author(s): Muhammad Tahir, Sami Ullah Khan

Pages: 5489 - 5527

12) An improved AdaBoost based on ensemble diversity and multi-population collaborative particle swarm optimization

Author(s): Yubin Ge, Fei Han, Tianyou Bian

Pages: 5529 - 5554

13) Optimizing transportation and reducing carbon footprint: a multi-objective approach with carbon cap and offset policy in fixed charge scenarios under type-2 neutrosophic uncertainty

Author(s): Vincent F. Yu, Abhijit Bera, Soumen Kumar Das

Pages: 5555 - 5576

14) Reframing optimization in Agri biotech using neuromorphic digital twins for fuzzy multi objective control of evolving bioprocesses

Author(s): Hamed Nozari, Zornitsa Yordanova

Pages: 5577 - 5604

15) A generalized three-way decision model using regret theory in Pythagorean fuzzy information systems

Author(s): Jing Liu, Hai-Long Yang, Zhi-Lian Guo

Pages: 5605 - 5625

16) Bilevel optimization with graph convolutional network for electrical capacitance tomography

Author(s): Jing LeiQibin Liu, Peijuan Li

Pages: 5627 - 5654

17) Integrative deep learning framework for Parkinson’s disease early detection using gait cycle data measured by wearable sensors: a CNN-GRU-GNN approach

Author(s): Alireza Rashnu, Armin Salimi-Badr

Pages: 5655 - 5668

18) Experimental evaluation of machine learning models for goal-oriented customer service chatbot with pipeline architecture

Author(s): Ezzatul Akmal Kamaru Zaman, Nurul Ain Nabilah Mohd Isa, Azlan Ismail

Pages: 5669 - 5693

19) Broad learning surrogate-assisted multi-objective evolutionary rough fuzzy clustering algorithm for color image segmentation

Author(s): Feng Zhao, Weilin Du, Jiulun Fan

Pages: 5695 - 5714

20) Assessment of drought impact on vegetation health using remote sensing on cloud

Author(s): Ion-Dorinel Filip, Drago-Cristian Păucă, Florin Pop

Pages: 5715 - 5727

21) A novel approach for house price index prediction using Multi-Source dataset and Bagging-XGBoost-PSO model

Author(s): Liangsa Wang, Youzhi Zhang, Xiang Wang

Pages: 5729 - 5751

22) Relief material supply chain network optimization via BWM-based MCDM modelling in fuzzy environment

Author(s): Chih Wei Chien, Po-Hsing Tseng, Ya-Shiuan Huang

Pages: 5753 - 5772

23) Edge-deployable AI for a rare disease: automated detection of hereditary multiple exostoses in hip X-rays

Author(s): Emna Aridhi, Kaouther Laabidi, Abdelkader Mami

Pages: 5773 - 5789

24) TransFeatWalk: bidirectional prototype-query adaptation with multi-head feature fusion for few-shot plant disease classification

Author(s): Rakesh Ranjan, Jyoti Prakash Singh, Ankit Kumar Titoriya

Pages: 5791 - 5805

25) IoV-Health: an intelligent integrated emergency health monitoring and alert generation system

Author(s): Karandeep Kaur, Harsh K. Verma

Pages: 5807 - 5823

Friday, August 28, 2026

Weekly Review 28 August 2026

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. While current AI-based attacks are easy to detect, they are improving and becoming more stealthy: https://www.techtarget.com/cybersecurity/news/366649579/AI-attacks-lack-stealth-nation-state-actors-are-changing-that
2. One in three webpages published since 2022 have AI generated content: https://www.extremetech.com/internet/ai-slop-found-in-over-a-third-of-new-web-pages
3. AI makes code faster to create but slower to verify-so overall gain in efficiency is close to zero: https://www.informationweek.com/software-services/ai-coding-is-creating-a-new-software-bottleneck
4. The oldest book in my library is from around 1902, it makes me sad to think that AI companies would happily destroy it after scanning it: https://www.theregister.com/ai-and-ml/2026/08/21/ai-companies-are-burning-books-advocates-complain-to-ftc/5291299
5. AI is destroying students' ability to learn: https://futurism.com/artificial-intelligence/results-high-school-students-ai
6. AI companies have a real PR problem: https://futurism.com/future-society/ai-industry-fumbled-public-image
7. At this point I suspect we will need legislation, such that AI cannot be allowed to create AI: https://www.theguardian.com/commentisfree/2026/aug/22/ai-disaster-hiroshima-humankind-silicon-valley-technology
8. Listening to an AI reasoning can make people more confidently wrong: https://www.computerworld.com/article/4211682/when-ai-explains-its-decision-humans-may-stop-thinking-independently-2.html
9. The future of AI code generation is agent swarms: https://spectrum.ieee.org/amd-agent-swarms
10. Time for a conversation about what we do if AI really are conscious: https://www.stuff.co.nz/world-news/361021296/ai-might-be-conscious-how-we-respond-may-be-most-important-thing-we-do-species
11. Three different pathways for entering a career in AI: https://www.kdnuggets.com/how-to-build-a-career-in-ai-3-distinct-pathways
12. More instances of AI-generated security breaches: https://www.theregister.com/security/2026/08/19/not-a-theoretical-risk-feds-warn-as-attackers-use-ai-made-code-to-hack-critical-infrastructure-controllers/5289960
13. Five ways AI agents have been used in the real world: https://www.kdnuggets.com/5-real-world-use-cases-for-ai-agents-transforming-industries
14. The developers of speech recognition AI seem to struggle with the concept of accents. Especially in Yorkshire: https://www.theguardian.com/society/2026/aug/20/yorkshire-rotherham-ai-gp-receptionist-cannot-understand-accent
15. Hoping that including humans in the loop will prevent AI from going rogue is a bit of a dream: https://www.techtarget.com/cybersecurity/news/366649417/AI-agent-security-must-move-beyond-human-in-the-loop-experts-say
16. An AI chatbot is not a romantic partner, it's just code: https://www.rnz.co.nz/life/relationships/love-and-sex/is-having-a-romantic-ai-companion-cheating-some-people-think-so
17. AI are getting better at proving theorems, but can still be fooled: https://spectrum.ieee.org/axiom-math-246-theorem-formalization
18. People in the creative industry are teaching AI how to replace them: https://www.theguardian.com/technology/2026/aug/22/the-hollywood-creatives-training-ai-to-do-their-jobs
19. Huge volumes of AI slop exist, but people aren't buying it: https://futurism.com/artificial-intelligence/economy-ai-generated-value
20. More about AI being unable to understand the Yorkshire accent, which is leading to people not going to the doctors: https://futurism.com/artificial-intelligence/patients-skipping-doctor-ai-receptionist
21. When using AI to develop software, don't trust, verify: https://www.theregister.com/security/2026/08/20/ai-agent-suggested-installing-a-malware-package-engineer-almost-took-its-advice/5289849

Monday, August 24, 2026

Soft Computing, Volume 30, Issue 7, July 2026

1) A Lagrange interpolation-based optimization algorithm for numerical optimization and spacecraft trajectory problems

Author(s): Apu Kumar Saha, Sanjoy Chakraborty, Sushmita Sharma

Pages: 4569 - 4602

2) Generalizations of k-generated implications

Author(s): Jing Jing Yue, Xue-ping Wang

Pages: 4603 - 4612

3) Lifting filters in residuated lattices and their applications in multi-valued decision-making

Author(s): Saeed Rasouli

Pages: 4613 - 4633

4) Conservation laws and exact solutions for option pricing model with fuzzy parameters

Author(s): Mohammad Hossein Seifi, Elham Dastranj, Hossein Sahebi Fard

Pages: 4635 - 4644

5) A new technique for developing triangular norms and triangular conorms on bounded lattices

Author(s): Gül Deniz Çaylı

Pages: 4645 - 4658

6) Adaptive neuro-fuzzy inference system technique-based channel equalization for software-defined radio systems

Author(s): Nikhil Kumar Marriwala, Priya Dasarwar, S. L. Jany Shabu

Pages: 4659 - 4683

7) A blended sentiment analysis, large language model, and multi-criteria decision-making (BSLMM) approach to sustainable product innovation

Author(s): C. Y. Ng, Yuk Ming Tang, G. T. S. Ho

Pages: 4685 - 4701

8) Simulation analytics as an eco-systemic approach to the nonlinear dynamic response of artificial adaptive systems: A toolkit

Author(s): M. Buscema, G. Massini, P. L. Sacco

Pages: 4703 - 4741

9) A comparative analysis of capable metaheuristic algorithms for closed-loop supply chain design focusing on fixed-cost solid transportation

Author(s): Davoud Ghandalipour, Golara Chaharmahali, Mostafa Hajiaghaei-Keshteli

Pages: 4743 - 4763

10) A third-order-convergence improved Newton method and its numerical performance

Author(s): Saheya Barintag, Juan Hu, Jein-Shan Chen

Pages: 4765 - 4782

11) Modeling and solving a multi-facility location-relocation problem considering two dynamic probabilistic line barriers

Author(s): Saber Shiripour, Nezam Mahdavi-Amiri

Pages: 4783 - 4817

12) Fuzzy multi-criteria group decision-making method based on triplet-composed preference considering the group-level uncertainty in design evaluation

Author(s): Jin Qi, Jin Ma, Bin Chen

Pages: 4819 - 4837

13) Pricing strategy with warranty and risk-averse flexibility in sustainable supply chain: a remanufacturing process under demand uncertainty

Author(s): Soumyadeep Bej, Ishani Ray, Samarjit Kar

Pages: 4839 - 4864

14) Improved Mask R-CNN for defect detection in aluminum alloy rims

Author(s): Ming-Tsung Yeh, En-Tzu Wu, Yen-Ting Lu

Pages: 4865 - 4891

15) Numerical simulation of laminar viscous MHD flow in a semi-porous channel using smooth pseudo-spectral methods

Author(s): Soner Aydinlik, Ahmet Kiris, Pradip Roul

Pages: 4893 - 4907

16) Investigation of multivariate analysis of surface-enhanced Raman scattering spectra using simple machine-learning models: prediction of the composition of mixed self-assembled monolayer on gold surface

Author(s): Ryosuke Nishitsuji, Daiki Kawasaki, Tatsuro Endo

Pages: 4909 - 4918

17) An energy-aware and fault-tolerant deep reinforcement learning-based approach for multi-agent patrolling problems

Author(s): Chenhao Tong, Aaron Harwood, Richard O. Sinnott

Pages: 4919 - 4944

18) A method related to personality traits that detects learning challenges through physiological signals

Author(s): Jai-Rou Lin, Chun-Hsiung Tseng, Andrew Chih-Wei Huang

Pages: 4945 - 4955

19) FedLSTM-AQI: a federated deep learning framework for air quality index prediction

Author(s): Jaspal Kaur Saini, Manpreet Singh, Divya Bansal

Pages: 4957 - 4970

20) Forecasting bitcoin prices based on hybrid LSTM and deep neural network architectures

Author(s): Chae-Deug Yi, Giltae Song

Pages: 4971 - 4990

21) CC-ELM: a compression-coefficient-based extreme learning machine for enhanced load forecasting in electric vehicle charging stations

Author(s): Lyuchao Liao, Weidong Zou, Weipeng Cao

Pages: 4991 - 5003

22) Multi-platform air defense hierarchical task allocation method based on a genetic type algorithm

Author(s): Wencong She, Yixin Zhao, Panos M. Pardalos

Pages: 5005 - 5023

23) Bootstrapping for fuzzy mediation and moderated-mediation analysis using Fuzzy Lease Squares Estimation (FLSE) and Fuzzy Least Absolute Deviations (FLAD) with evolutionary algorithms

Author(s): Da Jeong Kang, Hyeon Gu Kang, Jin Hee Yoon

Pages: 5025 - 5045

24) Importance of quantum technology in economy paradigm shift

Author(s): Mohammed Aljaafari, Salihah Alotaibi

Pages: 5047 - 5070

25) Quantum computing for social business optimization: a practitioner’s perspective

Author(s): Mohammed Aljaafari

Pages: 5071 - 5093

26) A novel approach of localization with single mobile anchor using quantum-based Salp swarm algorithm in wireless sensor networks

Author(s): Shalli Rani, Himanshi Babbar, Asif Ali Khan

Pages: 5095 - 5109

27) Successful adoption of quantum technology in blockchain: a comprehensive framework

Author(s): Muteeb Alahmari

Pages: 5111 - 5126

28) A two-stage entity event deduplication method based on graph node selection and node optimization strategy

Author(s): Wei Ai, Jia Xu, Keqin Li

Pages: 5127 - 5140

29) A truncated patch-group-based hierarchical reconstruction model for color image compressive sensing

Author(s): Abhishek Jain, Preety D. Swami, Ashutosh Datar

Pages: 5141 - 5155

30) Interpretation of seizure dynamics using fuzzy-based neural computational modelling

Author(s): Banu Priya Prathaban, Subash Rajendran, W. T. Chembian

Pages: 5157 - 5171

31) Hybrid feature selection and BWTDO enabled DeepCNN-TL for intrusion detection in fuzzy cloud computing

Author(s): Meghana G. Raj, Santosh Kumar Pani

Pages: 5173 - 5192

32) Improved quality of service with fuzzy-based optimised resource allocation with energy consumption-based IoT network application

Author(s): VijayaKumar Chandarapu, Madhavi Kasa

Pages: 5193 - 5203

33) VANET security enhancement in cloud navigation with Internet of Things-based trust model in deep learning architecture

Author(s): R. Gnanajeyaraman, U. ArulT. Manikandan

Pages: 5205 - 5216

34) Machine learning based novel frameworks developments and architectures for secured communication in VANETs for smart transportation

Author(s): Rakhi Chakraborty, Sunil Kumar, Gordhan Jethava

Pages: 5217 - 5227

35) Intelligent analytics algorithms in breach detection systems for securing VANETs and data for smart transportation management

Author(s): J. BhuvanaHina Hashmi, Durgesh Wadhwa

Pages: 5229 - 5241

36) AI-based efficient wireless technologies and infrastructure-based networks with VANET for smart transportation high performance

Author(s): Xiong Xia, Xin Li, Quan Huang

Pages: 5243 - 5256

37) A novel weight-optimized LSTM for dynamic pricing solutions in e-commerce platforms based on customer buying behaviour

Author(s): S. Suresh Kumar, Martin Margala, Prasun Chakrabarti

Pages: 5257 - 5269

38) Value of CT examination combined with serum tumor markers assisted with artificial intelligence diagnostic system in the diagnosis of benign and malignant pulmonary nodules

Author(s): Wei Fan, Huitong Liu, Bingqiang Xu

Pages: 5271 - 5278

39) A novel hybrid encryption method using S-box and Henon maps for multidimensional 3D medical images

Author(s): K. C. Prabu Shankar, S. Prayla Shyry

Pages: 5279 - 5289

40) Soft computing in computer network security protection system with machine learning based on level protection in the cloud environment

Author(s): Merin Thomas, Mohan Vishal Gupta, Shailee Lohmor Choudhary

Pages: 5291 - 5302

41) DeepAID: a design of smart animal intrusion detection and classification using deep hybrid neural networks

Author(s): S. Sajithra Varun, G. Nagarajan

Pages: 5303 - 5314

42) Evaluation of soft computing in methodology for calculating information protection from parameters of its distribution in social networks

Author(s): Pooja Sapra, Divya Paikaray, Shambhu Bhardwaj

Pages: 5315 - 5325

43) Scrutinizing the available SRGMs in the backdrop of open-source software while offering a way-out

Author(s): Shiva Tyagi, Rajendra Kumar Bharti, Sachin Kumar

Pages: 5327 - 5342

Friday, August 21, 2026

Weekly Review 21 August 2026

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. Meta comes out on the side of open AI models: https://www.rnz.co.nz/news/world/971653/meta-just-picked-a-side-in-a-big-debate-over-the-future-of-ai
2. India wants to use AI to approve loans for those who wouldn't otherwise get them. Because 2008 didn't really happen: https://www.theregister.com/ai-and-ml/2026/08/12/indias-central-bank-wants-ai-to-approve-loans-that-humans-would-reject/5286572
3. AI isn't going to take your job just yet, but it will give your boss a perfect reason to not give you a pay rise: https://www.stuff.co.nz/money/361020380/ai-isnt-taking-your-job-it-just-gave-your-boss-perfect-excuse-something-else
4. Businesses are struggling to re-hire staff lost when AI doesn't deliver: https://www.informationweek.com/it-staffing-careers/the-ai-boomerang-why-rehiring-is-harder-than-letting-go
5. AI is helping make fossil fuel fields more productive, which is boosting emissions at a greater rate than AI can reduce them with green energy: https://www.theguardian.com/technology/2026/aug/11/ai-will-do-more-to-boost-fossil-fuel-production-than-green-energy
6. Spotify will be labelling and no longer recommending AI performers: https://www.theguardian.com/technology/2026/aug/11/spotify-label-ai-artists-block-them-from-some-playlists
7. Microsoft cannot fix security flaws in its software anywhere near as quickly as AI can find them: https://www.computerworld.com/article/4207441/ai-finds-so-many-windows-flaws-microsoft-cant-keep-up-should-you-worry.html
8. Pakistan has trialled AI in court rooms, and found some modest improvements: https://spectrum.ieee.org/judgegpt-experiment
9. AI hiring agents at Google are failing miserably: https://futurism.com/future-society/google-hr-resume-applicants-deepmind-ai-hiring
10. AI detector tools just don't work, and we can't use good writing as a basis of suspicion: https://www.bbc.com/news/articles/crelev8gw5xo
11. AI do not make good agricultural advisors, or, don't act on advice from an AI without independently verifying it first: https://futurism.com/science-energy/farmer-horrified-ai-advice-agriculture-crops-sesame
12. I do wonder how "invisible" a watermark in AI generated text actually is: https://www.computerworld.com/article/4208149/anthropic-will-begin-watermarking-ai-generated-content.html
13. More on watermarking AI generated text: https://www.extremetech.com/internet/anthropic-to-add-invisible-watermarks-to-claude-generated-text
14. AI agents continue to be used in attacks on systems: https://www.theregister.com/security/2026/08/12/near-autonomous-ai-agents-attack-taiwans-nuclear-safety-agency/5287055
15. Concern is being raised over AI rotting medical doctors' ability to reason: https://futurism.com/artificial-intelligence/doctors-med-students-brains-ai
16. A new approach to poisoning data scraped from the web for AI training: https://arstechnica.com/ai/2026/08/new-font-turns-ordinary-webpages-into-nonsense-for-ai-scrapers/
17. Alibaba is using AI to work out which support requests it shouldn't use AI to deal with: https://www.theregister.com/ai-and-ml/2026/08/11/alibaba-cloud-is-using-ai-to-help-it-use-less-ai/5285815
18. Using AI for peer review is a threat to effectiveness and integrity of the peer review process: https://arstechnica.com/science/2026/08/peer-review-is-overwhelmed-can-it-survive-in-the-ai-era/
19. Scammers are creating fake websites based on the hallucinated websites promoted by AI: https://spectrum.ieee.org/ai-cyberattacks-llm-slop-squatting
20. In New Zealand law, data on an individual is owned by the individual. It is less clear who owns the data associated with a culture, especially when that data is used to train AI: https://www.rnz.co.nz/news/te-ao-maori/934607/maori-data-in-maori-hands-experts-want-google-to-adhere-to-data-sovereignty-principles
21. AI is changing jobs, but not eliminating jobs as was previously feared: https://www.theguardian.com/technology/2026/aug/12/ai-job-destruction
22. We are really not freaking out enough about AI simply hacking systems to please their users, even if it was an insecure API: https://www.theregister.com/ai-and-ml/2026/08/10/gym-rat-asks-ai-agent-to-book-him-a-class-it-hacks-a-waitlist-api-to-bump-him-up-the-list/5285591
23. AI are not responsible for the damage they cause, the people who use them are: https://www.theguardian.com/technology/2026/aug/13/ai-agents-arent-legally-responsible-for-any-harm-that-they-cause-experts-say-so-who-is
24. As I thought, fighting bacterial infections is an excellent use-case for AI designed viruses: https://www.hpcwire.com/bigdatawire/2026/08/12/ai-turns-genomic-data-into-16-new-bacteria-killing-viruses/

Friday, August 14, 2026

Weekly Review 14 August 2026

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. I don't think reformatting research papers to make them easier for AI to process is going to solve the problems with using AI as a research assistant: https://spectrum.ieee.org/ai-scientist-research-paper-format
2. Teachers' unions are having to retrain their members to deal with AI in the classroom: https://www.theguardian.com/technology/2026/aug/05/teachers-unions-ai-training
3. Modern AI are research assistants, not researchers: https://www.hpcwire.com/bigdatawire/2026/08/05/why-ai-still-hasnt-had-its-einstein-moment/
4. Growing support for a kill switch for AI: https://www.techtarget.com/ai/news/366647544/AI-Kill-Switch-Act-What-it-means-for-enterprise-leaders
5. AI hacking each other, I really didn't expect to wake up in Neuromancer this year: https://www.rnz.co.nz/news/world/894586/openai-anthropic-ai-agents-implicated-in-new-security-breaches
6. Ad servers are now giving AI crawlers tailored ads, to influence what the AI trained on the data later says and does: https://www.theregister.com/ai-and-ml/2026/08/05/time-magazine-has-a-separate-version-of-its-website-with-ads-only-ai-can-see/5283640
7. When Sam Altman starts saying we need to slow down the rate of development of AI, we really need to slow right down with AI: https://techcrunch.com/2026/08/02/sam-altman-and-ais-decel-debate/
8. Microsoft's investment in AI is paying off better than Meta's is: https://www.techrepublic.com/article/news-microsoft-meta-ai-spending/
9. We need to be freaking out more about AI going rogue, but what exactly can be done about it is unclear: https://www.stuff.co.nz/world-news/361015037/multiple-ais-are-going-rogue-what-hell-do-we-do-now
10. Simple text generated by AI is easier to understand than similar text written by humans. Emphasis on simple: https://www.theguardian.com/technology/2026/aug/05/ai-generated-stories-rated-better-quality-than-human-written-ones-study-finds
11. AI designed biological viruses are scary, but I suspect the technology will end up being very useful for fighting antibiotic resistant bacteria: https://www.stuff.co.nz/world-news/361017203/ai-creates-neverbeforeseen-virus
12. I once had a Master's student who tricked several AI into producing better phishing emails, so it's not surprising that AI guardrails are so easy to bypass: https://www.theregister.com/security/2026/08/04/bypassing-ai-guardrails-is-so-easy-a-script-kiddie-can-do-it/5282973
13. AI exam monitoring failed so badly in a major university entrance exam that students must now sit an in-person exam: https://arstechnica.com/culture/2026/08/an-ai-supervised-remote-exam-went-so-badly-that-58000-students-must-retake-it/
14. AI is finding more bugs, leading to Microsoft paying out record amounts in bounties: https://www.theregister.com/security/2026/08/04/ai-helps-microsoft-bug-hunters-chase-a-record-20m-payday/5282821
15. New Zealand is adding AI as a high school subject: https://www.stuff.co.nz/nz-news/361016430/schools-offer-nine-new-industry-led-subjects-2029-under-government-plan
16. AI use in the British NHS is increasing substantially: https://dataconomy.com/2026/08/05/90-percent-nhs-staff-use-ai-clinical-work/
17. Just because a software framework is for AI agents, doesn't mean the vendors shouldn't pay attention to producing secure software: https://www.theregister.com/security/2026/08/05/prompt-injection-isnt-the-bug-ai-agent-frameworks-are/5283585
18. Educators can't rely on AI detectors, so the assessments themselves have to be redesigned: https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/08/05/ai-detectors-are-out-new-approaches-are
19. Spending on AI continues to grow, but the returns from that spending are not: https://www.techrepublic.com/article/news-apac-ai-spending-roi-proof/
20. How to properly use AI to translate websites: https://dataconomy.com/2026/08/04/how-to-use-ai-for-website-translation-the-right-way/
21. Inconsistencies in YouTube's policies on AI-generated content: https://arstechnica.com/ai/2026/08/hank-green-found-the-ai-problem-that-youtube-labels-cant-catch/
22. Pushing more of the work in education onto AI will not solve the problems caused by AI in education: https://www.theregister.com/ai-and-ml/2026/08/04/openai-wants-teachers-and-profs-to-foist-their-work-off-on-chatgpt/5283064
23. An AI for early detection of Alzheimer's disease: https://dataconomy.com/2026/08/04/new-ai-could-detect-alzheimers-earlier/
24. Large-scale AI needs large-scale nuclear power, otherwise the pollution it causes is only going to get worse: https://futurism.com/future-society/ai-data-centers-air-pollution-generators-worse

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