Welcome to I ,me, and AI

Hello, Thank you for being here. My name is Hassan Machmouchi, IT Consultant, proceeding with my doctorate journey at CTU.…

Do we need a Perfect Robot?

Technically, in the domain of AI and machine learning, Robots apply reinforcement learning by deploying rewards to perform concise actions…

Yahoo! What went wrong?

Companies could fail for several reasons, whether for lack of visions, realize the market shift, lack of innovation, or hesitant…

Innovation Example

According to Kline and Rosenberg (2010), innovation should be viewed from a complete cycle covering the social content, market environment,…

The Rise and Fall of Digital Cameras

Introduction The assumptions of how the future would be shaped involve uncertainty, creativity, and imagination. The fundamental shifts in societal,…

Forecasting & Prediction

It is essential to differentiate between forecasting and prediction as those two words are used exchangeable without any consensus.  Forecasting…

Scenario Planning

According to Makridakis, Wheelwright, and Hyndman (2008), forecasting and scenario planning exhibited deploying alternative futures models, encompassing potentials, and challenges…