Category Archives: Deep Learning

Some future work on decision-making with Rough Sets

-Doctor Nidhika Yadav #decision-making Firstly, in my Ph.D. work, I incepted the concept of novel Rough Set based uncertainty measure, ‘span’, and the definition of special Rough subsets of the Universe, ‘spanning sets’. I elaborated on how ‘span’ measures the salience of any subset of the Universe, with the ‘spanning set’ being the subset thatContinue reading “Some future work on decision-making with Rough Sets”

GPT-5 and its PhD level Intelligence Explained and Questioned

Greetings of the day everyone. How are you doing? Let’s discuss this news which is a hot topic of discussion around the internet. The following image is taken from LinkedIn to understand the impact GPT-5 can have, if this is really true! Some point here: —Yes right, but I think what is this GPT-5 claimContinue reading “GPT-5 and its PhD level Intelligence Explained and Questioned”

Ethical and Responsible AI and Robotics for Children

Hi All, Hope you are doing well. Sharing with you pre-print of my paper submitted to a journal. The broad area of the paper is on AI Ethics. ABSTRACT Objective: AI ethics matter more for lesser bias, lesser wrong and fake information, and more fairness. But when it comes to children, the definition of AIContinue reading “Ethical and Responsible AI and Robotics for Children”

Chatbot Response Categorization-Multi Category Tags

#ai #artificialintelligence Note: This is authors own article which in the original is present on DOI:10.13140/RG.2.2.13103.14247. It is presented here to grow the audience. Abstract-Chatbots or any other kind of bots produce outputs that at times are not what is required out of the bot. In such situations, bot output categorization is required. The botContinue reading “Chatbot Response Categorization-Multi Category Tags”

Client-Side Language Model Interacting with Server-Side LLM

Note: This article is present in on authors DOI:10.13140/RG.2.2.32564.05768 Generative Pre-trained Transformers (GPT) are neural networks with specific transformer architecture to perform various kinds of applications here we are concerned with language modeling. We all are familiar with Large Language Models based on GPT architecture. This is based on the Encoder Decoder principle, several outputsContinue reading “Client-Side Language Model Interacting with Server-Side LLM”

User-side Query Expansion for Efficient Chatbots with or without Feedback

Note: This article in copy is also present on authors other social media accounts as well. When a query is put on a chatbot be it be chatGPT, copilot, or any other chatbot, the response is based on what query is being asked. Now chatGPT has proposed to use clever AI (see reference [1] below)Continue reading “User-side Query Expansion for Efficient Chatbots with or without Feedback”

Yesterday Copilot massive Bot Supremacy Claim and the ChatGPT Bug!

Here in this article, you can know by example how such texts are produced and their solutions, how to avoid it in the future. Problem Explained and fixes needed in bots. The chatbots can be changing the modes of operation from — poetic to fictional to Shakespeare humor to even threat mode, maybe yesterday’s copilot breakdownContinue reading “Yesterday Copilot massive Bot Supremacy Claim and the ChatGPT Bug!”

What Next RAG (Retrieval Augmented Generation) and LLM.

Note: The article in duplicate is present on authors other social media accounts as well. Let us first consider the open internet case, wherein the internet can be used to improve the results of an LLM. Now, there are cases when the LLM was trained and in this time some new information has been collected.Continue reading “What Next RAG (Retrieval Augmented Generation) and LLM.”

OpenAI’s Sora! Education, Music and Movies – Future with Sora?

Internet is filled with Sora’s algorithmic approach and its applications, so here I give you key links to these things and focus on where Sora can be used in the future, and what about the side effects of Sora. Here are the possible Sora’s future applications, just after a short introduction. In short— Sora takes inputsContinue reading “OpenAI’s Sora! Education, Music and Movies – Future with Sora?”

ChatGPT based Lesk’s Approach to Word Sense Disambiguation

Hi everyone, here is the link to my latest article which provides a prospective method for the task of Word Sense Disambiguation using the latest state-of-art developments in AI. My article is taken as it is from the following link in the original. DOI: 10.13140/RG.2.2.15067.54567 Web Reference: (PDF) ChatGPT variant of Lesk Approach to Word Sense DisambiguationContinue reading “ChatGPT based Lesk’s Approach to Word Sense Disambiguation”