While the AI, Machine learning and Smart Computing technologies made enormous progress it seems that with Covid-19 and its new variants the Human Health is yet in great danger and very vulnerable to possible infections.
The more data and information we feed to AI the more it will be helpful. For example if learning algorithms are able to learn and predict future possible variants of Covid using information about different variants and how they developed, they can be helpful in production of effective medicine.
The question you asked revolves around 3 axes: Covid: its characteristics and varieties, the human immune system and drugs. Each of these three elements has its properties, and the reaction between them leads to one of these results: cure or not; let us also add that,
the health sciences had accumulated a wealth of knowledge.
Based on this, we can start a learning algorithm, which will be able to establish a drug regimen, leading to the healing state.
AI and ML are the new generations of technology that provide advantages compared to old ones. they can be used to make more powerful medications and to recognize new diseases like the COVID-19. as for all kinds of technologies, it will make our lives easier and more conftable. but always there is the dark side of technology.
AI and machine learning only predict and analyze the variant set in which measure the quantity and etc... not to produce the vaccination according to covid19
The amount od data collected so for and thh research intitiatives globally and the use of AI would help to find the right balance in COVID pridictability and prevetion mechanisms in the near future.