Machine learning & AI

Breaking AIs to make them better

Today's artificial intelligence systems used for image recognition are incredibly powerful with massive potential for commercial applications. Nonetheless, current artificial neural networks—the deep learning algorithms ...

Computer Sciences

Simulated human eye movement aims to train metaverse platforms

Computer engineers at Duke University have developed virtual eyes that simulate how humans look at the world accurately enough for companies to train virtual reality and augmented reality programs. Called EyeSyn for short, ...

Robotics

New algorithm flies drones faster than human racing pilots

For the first time, an autonomously flying quadrotor has outperformed two human pilots in a drone race. The success is based on a novel algorithm that was developed by researchers of the University of Zurich. It calculates ...

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Commercialization

Commercialization is the process or cycle of introducing a new product or production method into the market. The actual launch of a new product is the final stage of new product development, and the one where the most money will have to be spent for advertising, sales promotion, and other marketing efforts. In the case of a new consumer packaged good, costs will be at least $10 million, but can reach up to $200 million.[citation needed]

Commercialization is often confused with sales, marketing or business development. The Commercialization process has three key aspects:

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