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When AI isn't delivering on expectations

Their limitation to  this  could be predominant and the fact that they can only artificially provide with data which was practically fed from third-party sources without any initiative to find, associate and use the most updated account. Presently, AI is definitely a little farther than what search engines could do when giving out information. Although, AI seemed to have changed how search engines deal with data entirely.  Their large language models, unless prudently orchestrated either by AI or human, or hybrid entities, we shall say that, we'll continue to see their performance, in such context, to be stillborn or lagging, if not full of primitive suggestions and information which can be useful, somehow, to the humans. In the meantime, the original source and those with firsthand information, if still around, shall be sought out.

IT practitioners as decision-makers


While the IT practitioner is charged to the job, still the most responsible decision-maker is the organization’s senior management or business owner. It ensures a direction and/or strategy for the whole enterprise, its business objectives including but not limited to relevant activities. Meaning, the entire organization have set both, the job and strategy, correctly and diligently.

In our kind of work, the professional experience we have since been accumulating, we know firsthand that some decisions are left for the IT practitioners to make. 

When they do, IT practitioners need to counterbalance and be upfront what they have in their resources. What they create will have an impact to their organizations’ well-being. Worst, drastic to financials or bottom line. Their failure will be their companies’, too, and they don't want that to happen. Do they? 

As an aspiring IT practitioner, you already need to see what impact your surroundings are causing to your apprehensions or output and the prospect of your organization or business. As a practicing individual you need to appreciate and be conscious how you must be running your affairs effectively and efficiently. Or in the case of our industry, and the society as a beneficiary, that big, we must be discharging our duties and responsibilities decently.

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