Asif Gill Blogs

Artificial Intelligence (AI) is gaining significant interest and hype across the globe.  AI can be used for automation, content generation, conversation, decision-making and recommendations, and seems to promise several befits such as efficiency and productivity. Benefits are there, however, there are also increasing concerns about AI safety, ethics and its adverse impacts e.g. replacing people and their jobs.   In this post, I will not boast about the AI and its related concepts such as Agentic AI and so on. I will focus  on the future and a shift from AI to HA (Human Augmentation)  for the greater good of people, peace and prosperity (e.g. value for countries, customers, businesses, staff and society).  so let's  begin with defining the concepts of HA or human augmentation? Human Augmentation (HA) Humans have the physical structure, sensors, motor skills and cognitive ability to think, store, communicate and perform actions for achieving mental and p...

  Intelligent Software System Artificial intelligence (AI) systems seem to replicate or mimic or augment  human capabilities. There is an increasing interest in adopting such intelligent software systems for automation, decision-making, and recommendations etc.  The Challenge Isolated or individual AI applications, models, proof-of-concepts (PoCs) and protype developments often fail to integrate with or scale at the enterprise level as production ready enterprise systems. This draws our attention to the following key questions:   How would applications and models share data with each other?  How can we ensure that the models have controlled access to the right data based on their permission or need to know basis?  How can we avoid vendor lock-in where enterprises depend on different agents developed or provided by different service providers across the heterogeneous multi-cloud and on premises computing environment?  How can we ensure communicatio...