In this episode, we review an arXiv paper titled "MILDSUM: A NOVEL BENCHMARK DATASET FOR MULTILINGUAL SUMMARIZATION OF INDIAN LEGAL CASE JUDGMENTS" by DEBTANU DATTA , SHUBHAM SONI , RAJDEEP MUKHERJEE and SAPTARSHI GHOSH". https://arxiv.org/pdf/2310.18600

In this closing and shortest episode of AI Sphere for 2023, we take a sneak peek into potential AI trends to watchout in 2024.

In this episode, we delve into the recent news in the topic of AI and employment, the potential layoffs by google for its ad sales department. https://www.theinformation.com/articles/google-plans-ad-sales-restructuring-as-automation-booms The statements made towards the end of this episode are purely opinion of the host.

Welcome to today's episode of AI Sphere, where we'll be exploring the recent controversial topic in the world of AI -The artificial general intelligence, or AGI. AGI refers to a hypothetical AI system that possesses the ability to understand, learn, and apply knowledge across a wide range of tasks, much like human intelligence. It has sparked intense debates about its potential impact on job displacement and broadly on the society.

In this episode, we compare the performance of ChatGPT turbo 0613 with ChatGPT turbo 1106. We experiment with API based RAG system, chatting with pdfs which address the area of machine learning fairness and present qualitative results of the comparison. Enjoy listening!

In this episode, we will explore the process of fine-tuning GPT 3.5, an advanced language model. We will introduce the concepts of zero-shot, few-shot, and multi-shot learning, and discuss how they relate to fine-tuning. We will also cover the use cases for GPT 3.5 fine-tuning and the steps involved in the fine-tuning process. Fine-tuning allows developers to customize GPT 3.5 Turbo to suit different use cases, improving its performance on specialized tasks. With this podcast, you will gain...

Hello Listeners! Welcome to AI Sphere Podcast! Today, you will be introduced to the basics of semantic search, as well as some popular NLP models such as the probabilistic neural model and word2vec, which laid the foundation for modern LLMs.

ChatGPT 3, a dialogue chatbot, was launched by OpenAI recently. In this first episode, I share my experience of working with the ChatBot on English language and a primary math problem. Music Attribution:  Hybernation by Axletree; https://freemusicarchive.org/music/Axletree/music-from-a-hampshire-farm-ongoing-project/hibernation/