Moore’s Law is Not Dead and AI is About to Explode
- Historical outcome of Moore’s Law is actually accelerating
- Relative cost of processing is falling like a rock
- Network & storage are becoming expensive bottlenecks
- Networking & storage will become distributed & decentralized
- Processing is getting pushed to the edge where the data is created
- Most edge data (99%) won’t move back to the cloud – example Tesla – most of the data won’t go back to the cloud
- AI will move from modelling to inference – “Inference is the deployment of the model, taking real-time data from sensors, processing data locally, applying the training that has been developed in the cloud and making micro-adjustments in real time.”
- Most AI will be bought and applied, not built
- Data becomes the new development kit
- Implications for hardware, software and services
Image source: Elements
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