Author Archives: anuj
Financial AI
Finance is all just data. Data in - processing --> data out This is the perfect use case for AI. AI systems will possibly be handling all of our financial…
AI discovers different pathways on it’s own
Nick Bostrom outlines a way that AI may discover an unanticipated way to accomplish a set goal - if it is tasked with making a human happy, it might start…
Deep Neural Nets using Tensorflow
TensorFlow Overview TensorFlow is an open-source machine learning framework developed by the Google Brain team. It provides a comprehensive ecosystem of tools, libraries, and community resources that lets researchers push…
AI Recommender Systems
Key types of filtering based on recommender systems include: 1. Collaborative Filtering Collaborative filtering is a method used to make automatic predictions about a user's interests by collecting preferences from…
Classification Models in Machine Learning
1. Logistic Regression Logistic regression is a statistical method for binary classification problems. It models the probability that a given input belongs to a particular class using the logistic function.…
Neural Network Architecture and Applications
1. Neural Network Architecture The basic structure and components of neural networks. Key points include: Layers: Neural networks are composed of layers—input, hidden, and output layers. Each layer consists of…
AI Cybersecurity
Q: How do Large Language Models (LLMs) contribute to cybersecurity? A: LLMs leverage extensive data to understand security threats and communicate predictions through natural language processing (NLP). They assist cybersecurity…
FAQ – AI Cybersecurity – Small AI Models and Large Language Models in AI Cybersecurity
There are two different classes of AI models behind AI-powered cybersecurity, large language models (LLMs) and small AI models. Both offer opportunities for cybersecurity innovation, but in different ways. Q:…
What is AI Security?
AI security refers to the measures and practices designed to protect artificial intelligence systems and their associated data from threats and vulnerabilities. It encompasses a range of strategies and technologies…
Penrose’s Take on AI versus Human Intelligence
What happens inside the human brain (at the time of 'learning') is something non computational. It falls into those class of computing problems that cannot be simulated using any type…