Artificial Intelligence (AI) tools are landing on everyone’s desk faster than almost any technology in history. Employees are using AI to write emails, draft code, summarize long documents, and analyze data. While AI opens up massive opportunities, it also brings brand-new risks: confidential company data getting leaked, AI making confident mistakes ("hallucinations"), or … [Read more...] about AI Without the Risk: How to Build Simple, Smart Guardrails for Your Team
Artificial Intelligence
From Vectors to Context: How Transformers Learn Through Attention and Self-Supervision
When I first started learing about transfer I found a couple of concepts were the key to understand the transformer model properly and those are wordembedding or vectorization of text, attechteion mechanism, multi head attention, self-supervised learning. In this post I have tried to explain how they are linked together and how they form the build blocks of the transfomer … [Read more...] about From Vectors to Context: How Transformers Learn Through Attention and Self-Supervision
Run AI Embeddings Locally: Turn Text into Vectors Without the Cloud
Using the frontier models to generate vectors for semnatic search might be expensive for the beginner who wants to learn about vector search and create embedding using low power laptops or PC. This posts discuss about a few simple but useful techniques to vectorize texts for semantic searches. Here’s a breakdown: 1. Practical Libraries/Frameworks Python dominates this … [Read more...] about Run AI Embeddings Locally: Turn Text into Vectors Without the Cloud
AI Ethics and Security: What You Need to Know
This post explores the interplay between artificial intelligence (AI), ethics, and information security. As AI becomes increasingly pervasive and processes vast amounts of personal data, strong security controls are essential to prevent misuse and to uphold ethical boundaries. Before implementing any AI initiative within an organization, it is important to highlight historical … [Read more...] about AI Ethics and Security: What You Need to Know
The Evolving Impact of AI on the IT Risk Landscape
This post explores how artificial intelligence (AI) is transforming industries while introducing significant new risks that extend beyond traditional IT risk management. Here we will foucus on AI's "black box" nature, rapid adoption, and unique challenges (e.g., bias, privacy issues, and emergent behaviors) require organizations to adopt enhanced risk management strategies, … [Read more...] about The Evolving Impact of AI on the IT Risk Landscape
