I see it happening, all the time".It's a good point, but in a way it undersells the power of distributed knowledge to enable automation.
For example, the report suggests that we're going to be seeing a lot of "automation of knowledge work," with software doing things that used to require college graduates.
As they work toward translating laboratory findings into full-scale industrial production, synthetic biologists also must have sound knowledge of good manufacturing practice; automation, chemical, and biochemical engineering; mathematics; and thermodynamics.
Only when this implicit knowledge can be extracted, an increased level of automation can be added to the procedural knowledge that is, adding intelligence to existing systems.
The proposed change management framework is designed in such a way that it provides higher accuracy, level of knowledge gained, high precision and degree of automation.
Where it applies, it heatedly enables data-rich and knowledge-lean automation of valuable tasks of perception, classification and numeric prediction.
Despite progress in knowledge-based automation of development and maintenance of vocabularies, manual curation is still the main method of determining synonymy.
To be truly successful, big crisis data analytics has to leverage not only crowdsourcing, but also the knowledge of human experts and the automation of ML.
Some of the advantages of learned abstract representations by Deep Learning include, a simple model can work effectively with the knowledge of more abstract data representation, automation of data representation extraction can lead to a broad application to different data types.
A piece of automation equipment has no intrinsic knowledge of the steel erection process.
In crane automation systems, precise knowledge of the load position is a key factor for fulfilling positioning accuracy requirements.
