Recent papers on Real world deployment

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Multilingual AI Assisted Clinical Decision Support for Early Hantavirus Triage: Design, Engineering Validation, and Real-World Deployment Across 50,000 Interpreted Blood Test Reports

   2026 · Open MIND · Klein, Thomas, Bulut, Julian Emirhan

   2026

2. Embodied AI in Action: Insights from SAE World Congress 2026 on Safety, Trust, Robotics, and Real-World Deployment

   2026 · ArXiv.org · Li, Jan-Mou, Schmitt, Paul, Tong, Wei et al.

   2026

3. Lessons Learned from the Real-World Deployment of Multisensor Fusion for Proactive Work Zone Safety Application

   2026 · Transportation Research Record Journal of the Transportation Research Board · Ahmad, Minhaj Uddin, Dasgupta, Sagar, Rahman, Mizanur et al.

   2026

4. Confidence Without Competence: Calibration Risks in Real-World LLM Deployment Pipelines

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Sharma, Sagar

   2026

5. MolmoAct2: Action Reasoning Models for Real-world Deployment

   2026 · arXiv (Cornell University) · Fang, Haoquan, Duan, Jiafei, Clay, Donovan et al.

   2026

6. Real-World Deployment of an Ethical AI-Assisted Tele-Ultrasound Platform for Endometriosis Diagnosis in the Brazilian Public Health System: The EndoConnect Alpha Case Study and Its Evolution into the NAM-Endora Framework (Preprint)

   2026 · Luz, Kelnner Portela

   2026

7. A Survey of Machine Learning and Deep Learning for Financial Fraud Detection: Architectures, Data Modalities, and Real-World Deployment Challenges

   2026 · Algorithms · Thivaios, Spiros, Kostopoulos, Georgios, Stefani, Antonia et al.

   2026

8. Su1374 LOCALLY-DEPLOYABLE LIGHTWEIGHT LLMS SIGNIFICANTLY IMPROVE CLINICIAN ACCURACY AND EFFICIENCY IN SURVEILLANCE COLONOSCOPY INTERVAL DETERMINATION: A REAL-WORLD VALIDATION STUDY

   2026 · Gastrointestinal Endoscopy · Wu, Hao-Yu, Lee, Tsai-Rung, Fu, Chung-Yu et al.

   2026

9. Nanomaterial-enabled point-of-care technologies for pesticide biomonitoring in human biofluids: From detection strategies to real-world deployment

   2026 · TrAC Trends in Analytical Chemistry · Martins, Thiago S., Bott-Neto, José L., Torrisi, Felice et al.

   2026

10. Cortex 2.0: Grounding World Models in Real-World Industrial Deployment

    2026 · arXiv (Cornell University) · Aida, Adriana, Amer, Walida, Bankovic, Katarina et al.

    2026

11. Long-term Performance Analysis of a Commercial QKD Device Under Real-world Deployment Conditions

    2026 · arXiv (Cornell University) · Tezzin, Alisson, Uhdre, Gustavo M., Martins, Oscar et al.

    2026

12. Investigating performance and key factors for real-world deployment of grain image classification using convolutional neural networks

    2026 · Scientific Reports · Kumari, Rani, Persson, Jonas, Eklöf, Veronica Ehrström et al.

    2026

13. Bridging the Gap Between Low-Cost Cameras and High-Fidelity Monitoring: Deployment of Super-Resolution Models for Real-World Lettuce Farming

    2026 · Research Square · Khalif, Mhd. Idham, Djuana, Tjhwa Endang, Rambung, Richard Antonius et al.

    2026

14. Evaluating real-world deployment of an HL7-CDA-aligned LLM for ICD-10-CM coding

    2026 · npj Digital Medicine · Dai, Hong-Jie, Li, Zhenghao, Lu, An-Tai et al.

    2026

15. A Deployment-Oriented Hybrid CNN–LSTM–MIL System for Real-World Video Anomaly Detection

    2026 · Informatica · Gupta, Rajat, Gupta, Charu, Rathore, Nitasha et al.

    2026

16. ML-Based Automated Handwritten Answer Sheet Evaluation: System Design, Implementation, and Real-World Deployment

    2026 · International Journal for Research in Applied Science and Engineering Technology · Andhale, Akshat

    2026

17. ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map

    2026 · Wang, Fuling, Zhang, Le, Zhou, Jingbo et al.

    2026

18. Real world experience on digital transformation and deployment of artificial intelligence tools across a network of pathology laboratories in Brazil

    2026 · Surgical and Experimental Pathology · Silva, Leonard Da, Athanazio, Daniel Abensur

    2026

19. Participatory Digital Traceability Systems for Information Governance: Design and Real-World Deployment in Urban Afforestation Programs

    2026 · Information · Veas-Castillo, Luis, Andrade, Gerson, Lazo, Christian et al.

    2026

20. Abstract 2743: Deploying artificial intelligence driven digital pathology for real world clinical decision-making in pancreatic cancer.

    2026 · Cancer Research · Manne, Ashish, Leya, Alejandro, Akbar, Abdul et al.

    2026

21. Sim2Real-AD: A Modular Sim-to-Real Framework for Deploying VLM-Guided Reinforcement Learning in Real-World Autonomous Driving

    2026 · arXiv (Cornell University) · Huang, Zilin, Wan, Zhengyang, Sheng, Zihao et al.

    2026

22. Camera-centric autonomous driving: Progress in end-to-end learning for simulation and real-world deployment

    2026 · UWA Profiles and Research Repository (University of Western Australia) · Lai, Zhihui

    2026