The thought began in the mind of Author of "Artificial Analysis and Computation" for automatic speech and speaker recognition, then it converted toward LLM. Here you learn how machines start image processing through computer algorithms with a vali...

The thought began in the mind of Author of "Artificial Analysis and Computation" for automatic speech and speaker recognition, then it converted toward LLM. Here you learn how machines start image processing through computer algorithms with a valid pattern.. During Covid-19 we,the people of 21st century passing through a pandemic.Random telemedicine and vaccination creating so many pattern about genetic modification, so here AI, predictive analysis, and precision medicine  are all hot areas with huge potential. Overcoming reimbursement challenges using smartphones, smartwatches.The past pandemic is giving us a lesson on how "CWD" systems used reporting in clinical care so that healthcare system addapting ML to survive many people in short duration.Algorithm-based treatment making medical science faster and more reliable.We sometime integrated data by Hashing is widely used in database indexing, compilers, and password authentication. Mathematicians have classified the hard problems. The technology of "Blockchain", like the internet, offers a global infrastructure of a secure network that may allow users using the combination of complex math puzzles are verified by many computers. There is a risk of hacking activities by hackers who could directly infect and hack the servers. The technology of blockchain first emerged during the financial crises, at a time when peoples are trusting in institution. Software is complex if the system is complex. Object-oriented software system connects with a major individual computing model."Nasa" has built up many advanced exploratory vehicles and machines by using "ML" system so that we can monitor geostationary satellites and capturing visual data and comic dust. This is the summary of "Artificial Analysis and Computation".