Page 33 - Preliminary Analysis Towards a Standardized Readiness Framework - Interim Report

Preliminary Analysis Towards a Standardized Readiness Framework

Table I – General use case analysis and AI impacts (continued)

Examples Potential AI impacts
Actors
1. AI/ML feedback loop, collect data, infer, action recommendations
and policy application, pre-built traffic plan for specific occasions.
2. Opensource boards with ruggedization to IP65 standards.
3. Autonomous flight mechanisms for drones with image capture
mechanisms.
4. Continuous improvement of models using feedback and optimi-
zations is part of future work [50].
Experimentation and 5. Fire detection, propagation models, and alarms to local commu-
Sandbox: Controllers nities and utilities [51]
6. Closed loop: UAV network designed to autonomously perform
essential tasks within disaster-stricken areas [52]. UAVs can learn
and adjust their operations (including route navigation, returning
to charging stations, and data detection and transmission) based
on feedback from the environment.
7. Summary report generated and monitored via doctor dashboard
[2]

1. e.g. RSU (roadside unit), smart traffic signals, centralized cloud,
smart camera, and other sensors and actuators.
2. e.g. crop monitoring sensors, smart irrigation systems.
3. Measurement and validation systems e.g. water usage.
4. labelled data. (e.g. plant leaf images with disease labels).
Domain management 5. Verification of data with truth values from the Malaysian
systems and research. Meteorological Department (METMalaysia [48]
6. Early warning systems with cross-border corridors.
7. fire propagation models [51]
8. Khmer ASR (speech engine), TTS (fast speech), chatbot (sentence-
BERT for finetuning), for medical vocabulary and accent handling
[2]

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