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Paradigm | What it is | What it enables | Builds on | |
---|---|---|---|---|
Internet of Things | Adding network connectivity to physical objects. | Everything that can be digital will be digital. Everything that is digital will be more digital. This will continue to the point where every object is digitally connected and smart. | ||
Machine Learning | Provide intelligence-like capabilities for sensors. | Everything digital is able to connect to digital services, used to 'make sense' out of sensory data. | ||
Edge Computing | Digitally augmented objects can largely operate without being reliant on the cloud. | Everything digital is going to be mobile, even in situations and environments with no or limited internet access. | IoT, ML | |
Bots | Digitally augmented objects can engage in natural language conversations. | Everything digital is able to understand what we say and do and able to talk or otherwise naturally interact with us in return. | ML | |
Digital Twins | An accurate digital replica of a digitally augmented object, directly linked to its physical form. | Everything physical also has a digital layer, which can be used interchangeably: Where changes in the physical form translate into the digital dimension and vice versa. | IoT | |
Computational Graphs | A personalization layer that knows about the user, its context, its specific needs and relationships with their environment. | Everything digital benefits from understanding personal context to make sure that it interprets the current context correctly and does not act against the interests of the user. | ||
Digital Assistants | Handling chains of transactions based on deep knowledge of the user's context, which evolves and refines over time. | Everything digital is part of a personalization layer that reactively and proactively tries to adapt the digital and physical reality to our benefit. | Bots, ML, Graphs | |
Mixed Reality | Allow users to immerse themselves fully in physical-digital hybrid dimensions in a tangible and very relatable way. | Every digital aspect of a thing or an environment of things can be experienced and manipulated directly, even without deep knowledge of the technologies involved. | ML, Graphs, Twins | |
Connected Worlds | The seamless integration of all the above into one connected world, which can be split up into many parallel digital dimensions. | Multiple digital dimensions exist in parallel, some of them shared, some private - some acting based on only one person, some acting for groups. | ML, Graphs, Twins, MR |
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