Fairness in AI: What It Means, How It Fails, and What You Can Do Fairness in AI refers to the principle that AI systems should treat all individuals and... Posted by Venkatesh Subramanian on June 26, 2025 · 5 mins read
Cost-Efficient Software Systems: Thinking Beyond Build Time Cost efficiency is a key goal for many customers—across both the development and operations phases... Posted by Venkatesh Subramanian on May 25, 2025 · 3 mins read
Defense in Depth for Gen AI and Architectural tradeoffs Recently I was pondering over some latency challenges while implementing Responsible AI guardrails, and decided... Posted by Venkatesh Subramanian on March 30, 2025 · 7 mins read
Back to Basics: Logistic Regression, Energy, Responsibility What is Logistic Regression? Logistic Regression is a fundamental machine learning algorithm used for binary... Posted by Venkatesh Subramanian on February 23, 2025 · 4 mins read
Back to Basics: Linear Regression, Energy, Responsibility Linear regression is one of the simplest Machine learning algorithms, and possibly the most widely... Posted by Venkatesh Subramanian on February 15, 2025 · 6 mins read