AI ML product challenges
Intro Most corporations today are in the phase where they have started with AI/ML or have some offering in the AI ML space in their products. I would say they are in a space where they have made up their mind that the work is getting complicated and we would need to use AI/ML in the products to make it easier to handle the work. This change is big enough in the world to start looking at all means and ways to adopt the new technology. Though AI is not a magic silver bullet to solve all our current problems, it can help us see the problem in a very different dimension from the data we have collected till now. Challenges The Challenge we face in AI ML projects is firstly the Trust factor. Traditional software worked in a deterministic way compared to how machine learning work. Traditionally, we would know what are the inputs, then we would define how these inputs are taken and used ( Algorithm ), we would call it the program logic, these program logic would give the out...