Oracle RAC – Oracle Real Application Clusters

Imagine you’re running a popular online store. On Black Friday, your website gets flooded with millions of visitors all at once, trying to buy products, update their carts, and process payments. If your entire store (database) runs on a single computer, that computer might get overwhelmed, slow down, or even crash. That’s a disaster for Read More …

Multimodal Generative AI Concepts

Core Definition Multimodal AI is a type of artificial intelligence that can process, integrate, and reason across multiple types of data simultaneously. Unlike traditional AI that focuses on a single type of input, these systems attempt to fusion data to combine diverse sensory information into a unified understanding.  This approach is closer to human perception, Read More …

The AI Stack as seen by Google

This hierarchical view can be a great way to understand how the different components work together to deliver AI solutions within Google’s stack. 1. Infrastructure Layer The foundational infrastructure layer is the bedrock of the entire AI stack, serving as the essential engine that provides the physical and virtual resources necessary to power sophisticated AI Read More …

Your Submit Hub Masterclass AI Guide

Unlock Spotify Success Tired of your music getting lost in the Spotify shuffle? The key to breaking through isn’t just great music – it’s smart strategy. A recent masterclass with SubmitHub CEO Jason Grishkov laid bare the secrets to leveraging their platform for algorithmic success. The core takeaway? Teach Spotify where your music belongs, and Read More …

Notes :: System Equilibrium

Many different fields have studied the need for systems to find equilibrium, from thermodynamics to social sciences. The core concept is that systems tend toward a stable state, but the nature of that stability and the mechanisms for achieving it vary greatly. Equilibrium in Different Systems Thermodynamics and Physics: In this context, equilibrium is a Read More …

Notes :: Maximum Entropy

Maximum entropy is a principle stating that, given prior constraints or data, the most objective probability distribution is the one with the highest possible entropy, representing the greatest uncertainty and least assumption beyond what is known. This method selects a probability distribution that maximizes uncertainty while still satisfying the constraints of the data, such as Read More …

Demystifying VDI with AppStream

I’ve seen technology trends come and go, but one area that continues to evolve is the virtual desktop.  The age of complex, on-premise Virtual Desktop Infrastructure is fading in my opinion and it will slowly be replaced by the agility of cloud-native solutions.  A recent dive into Amazon AppStream and its potential as a “Citrix Read More …

Notes :: Entropy

Entropy measures the average uncertainty or randomness of a system’s possible outcomes, with higher entropy meaning more uncertainty and unpredictability. For instance, the outcome of a fair coin flip is highly uncertain, reflecting high entropy. Conversely, if a system’s outcomes are highly predictable or one outcome is far more likely than others, its entropy is Read More …

What is an omni model in AI

An omni model in AI, often seen in models like GPT-4o, refers to a unified, end-to-end multimodal architecture capable of processing and generating information across text, audio, vision, and other data types simultaneously, unlike previous models that combined separate specialized components. This integrated approach allows for lower latency, naturalistic conversation, and complex tasks like understanding Read More …

AI Prompts for Resumes

I have not tried any of these at the original time of this writing.  As I do, I will update this page….. Copy and paste these Prompts to write a killer Resume. Turn your resume into a powerful tool that stands out! Enhance Visual Presentation :: Prompt: Provide recommendations on how to improve the visual Read More …