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Technology

25 Mar

LLM Security: Prompt Injection and Leakage

by Ankush Seth
in Artificial Intelligence, Cyber Security, Technology
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Large Language Models (LLMs) and their capabilities have been in the limelight in recent times. Specifically, Text-to-SQL applications leveraging LLMs are transforming the way users interact with databases by allowing natural language queries to retrieve or manipulate data. These applications bridge the gap between complex SQL query syntax and the intuitive nature of human language, making information retrieval from databases more accessible to non-technical users.   However,...

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03 Feb

How ChatGPT is Revolutionizing the Legal Industry

by Ankush Seth
in Artificial Intelligence, Law, Technology
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Artificial intelligence (AI) has recently emerged from the realm of science fiction as a very real and transformative force in a wide range of industries—and the legal sector is no exception to this. With the advent of ChatGPT, an advanced language model developed by OpenAI, the legal industry is undergoing significant operational change.   While AI-driven robots won’t be representing clients in court any time soon, AI...

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31 Jan

NLP-Enhanced Automated Document Processing

by Ankush Seth
in AI Models, Artificial Intelligence, Technology
Comments

In today's fast-paced business environment, the ability to efficiently manage and process documents is crucial, especially in industries like insurance, and financial services. The advent of Automated Intelligent Document Processing (AIDP) opened new avenues for these sectors to enhance their operational efficiency and customer experience.   With the recent advancements in AI especially Large Language Models (LLMs - GPT 4.0, Mistral, Gemini, etc.)  Natural Language Processing (NLP)...

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07 Dec

Interpreting the LLM decision making process

by Ankush Seth
in Artificial Intelligence, Technology
Comments

Large Language Models have attracted a lot of attention in recent times. Through the likes of ChatGPT these models have started to play a big role in the areas of content generation, customer support channels such as chat bots, content localization and even content curation. As the use cases and adoption increases there is a need to ensure accuracy, transparency and validation against bias. Therefore,...

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27 Jan

Understanding Back Propagation in Human terms

by Ankush Seth
in Artificial Intelligence, Technology
Comments

The concept of neural network and underlying perceptron is a mathematical representation of the biological form we call neurons and the intricate network they form. This article aims to draw similarities between the actual learning process (back propagation) and the human brain behavior at a high level to provide another perspective. Perceptrons like neurons react based on the values of the input signal. The perceptron calculates...

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