Capability 1.1.3.3
Consumer or Personal AI Inferencing Devices
Definition
Everyday devices (e.g. smartphones, laptops) that perform on-device inferencing, typically using small or compressed models. While not significant for model training, these systems contribute to widespread AI use and local data processing.
Examples
- Smartphones with on-device AI (e.g. image recognition, translation, home AI assistants).
Indicators
- Market penetration of AI-capable consumer devices
- Aggregate edge inferencing capacity in consumer market
National AI Plan
PLAN COMMITMENT
Limited commitment
Limited focus on consumer or personal devices, aside from recognition that Australian consumer are early adopters (Action 4). Limited commitment by government in the plan is assessed to be appropriate given this is a consumer capability that is already advanced. However, this should be monitored given its enabling role in inclusive adoption (see 4.2.4).
Stocktake
On-Device Inference. Spuler. Aussie AI. Updated 18 September 2025. https://www.aussieai.com/research/on-device-inference
Is the Stocktake missing evidence?
Share additional information for potential future Assessments
