Page 50 - AI Ready – Analysis Towards a Standardized Readiness Framework

AI Ready – Analysis Towards a Standardized Readiness Framework

Table 2: General use case analysis and AI impacts (continued)

Examples Potential AI impacts
Actors
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. [67]
3. Measurement and validation systems e.g. water usage.
4. Domain specific classification and expert labelling e.g. asphyxia and voice
image analysis [68], plant leaf images with disease labels.
5. Verification of data with truth values from the Malaysian 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 (sentenceBERT for
finetuning), for medical vocabulary and accent handling [2], customiza-
tion in formulas or equations for math, physics, and chemistry for Braille
Inputs from translation for Khmer [43].
Domain
management 9. Public procurement documents analysed using anomaly detection algo-
rithms [57] [58]
systems and
research actors 10. Documents on government schemes and services [59]
11. Plant leaf images database and associated flowcharts [60], local rain and
wind audio, and other types of sensor measurements with an embedded
device without any moving parts [65].
12. Weather data from the Tanzania Meteorological Authority (TMA), plant
profile data from the Ministry of Agriculture, and irrigation historical data
from the National Irrigation Commission [71].
13. Live translation of Sign languages to speech [77] [2]
14. AIGC technology for generating training data samples to improve AI
recognition ability [1]
15. The feature information extracted from the large model is further
analyzed and predicted by using the small target detection model [1].
16. Finetuning of models and context enhancement techniques such as RAG
17. GenAI, and NLP for network slice resource allocation [93].

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