Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis

                                                                            Nidhika Yadava Abstract– A recent news showed how AI algorithms can adversely effects children, teenagers and adults as well.  This article lays foundation to filtering system to pre-process and post-process the Large Language Models for both input and output to the system. Henceforth creating AI models that can be used in applications withContinue reading “Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis”

Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model

                       Abstract-This article lays emphasis on how Abstract Algebra topic of Group Theory can be applied to the problems of Natural Language Processing. Here the monoid is defined for certain NLP tasks and the proposed extension of the free semigroup to free Group is illustrated for its meaning in several NLP tasks.Continue reading “Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model”

Is it ethical for robot to look like human and mix in crowds ? Question!

There is a recent talk in world on a robot asking for human face and even paying for it ! The news is given in reference section below [1] The question is – Is it right ? Should a robot look like a human ? One must think lot of things before implementing this. ThereContinue reading “Is it ethical for robot to look like human and mix in crowds ? Question!”

Climate Change: How to handle the current problems? Solutions of treating gases released from cars and industries. Can AI answer this?

Getting to bottom of the problem. Here are two proposed solutions which AI can help us in to solve the climate crisis. Till the time AI cannot answer it, humans have to manually work out the chemical reactions. Solution 1. Treating the gases released by a car in a car exhaust only. This solution proposedContinue reading “Climate Change: How to handle the current problems? Solutions of treating gases released from cars and industries. Can AI answer this?”

We need White Box AI no more Black Box AI

Right steps should be clearly specified. Then the problem of social media algorithm and other algorithm will be solved. Let us make AI white box AI no more black box AI. These are the following points from me about the white box AI. White box means transparency- White box AI refers to a phrase whichContinue reading “We need White Box AI no more Black Box AI”

Function Optimization using Genetic Algorithm and Particle Swarm Optimization-Results and Comparison

In this article some experiments and their results are discussed for minimization of Rastrigin function, a famous mathematical function used in Optimization Techniques evaluation. The experiments are performed on certain setup, parameters and system. This has been performed using Genetic Algorithm (GA) and Particle Swarm Optimization (PSO). The fitness function is the given function toContinue reading “Function Optimization using Genetic Algorithm and Particle Swarm Optimization-Results and Comparison”

Artificial Intelligence with oldest written scriptures-Especially Sanskrit, Lithuanian and combining the old historical scientific knowledge with latest state of art

Natural language processing (NLP) is needed in study of languages to know the historic pasts. Not just NLP I say Artificial Intelligence (AI) on whole is needed. The pasts are needed to understand how the world used to work in that time. Further, there are many great epics which are written in the languages whichContinue reading “Artificial Intelligence with oldest written scriptures-Especially Sanskrit, Lithuanian and combining the old historical scientific knowledge with latest state of art”

Sun retains its state, to current, Why Not? With right food in form of hydrogen gas it needs to provided by Man extracted with AI Robots from parts of Universe to it

@lex wrote: “Our sun was born 4.6 billion years ago and will die in about 5 billion years. So, humans emerged on Earth as part of our sun’s midlife crisis.” My Question and Suggestion. 5 billion years- Can be it retains its state, to current. with right food in form of gases it needs toContinue reading “Sun retains its state, to current, Why Not? With right food in form of hydrogen gas it needs to provided by Man extracted with AI Robots from parts of Universe to it”

AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread

These days people are talking of colonization of Mars and Moon. Wait! Hold On! Earth needs lot of innovations in AI ! Don’t just jump in to make solutions for Mars and Moon where you don’t even know the oxygen needed by human would be available in enough quantities. There is lack of oxygen inContinue reading “AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread”