Weak Supervision: AI Without Growing Pains - Coruzant Technologies

One of the biggest machine learning trends you can expect to see in 2021 and beyond is the broader adoption of a machine learning segment called deep learning and a method it employs called weak supervision. This method is faster, more streamlined, and has many benefits. Moving forward, companies will assess how they can leverage this in their business to execute on desired automation tasks and learn and predict the best ways to accomplish task completion– all without the heavy burden of human intervention. Weak supervision is bringing us ever closer to software that can think and act on its own, and here we will break down the pitfalls of the past, the methods of the future, and what it means for your business. Further solidifying weak supervision as an entirely accepted practice in our immediate future is the added element of Explainable AI (XAI) that serves to future-proof this new approach to ramping up an AI system.