Constraining LLM Hallucinations

Constraining large language model (LLM) hallucinations requires a multi-layered engineering approach combining prompt boundaries, external grounding, structured outputs, and verification loops. [1, 2, 3]   Core Strategies to Constrain Hallucinations Retrieval-Augmented Generation (RAG): Connect your model to external vector databases or live web search like Parallel AI to ground responses in verified, real-time data instead… Continue reading Constraining LLM Hallucinations

A Conversation With Gemini About AI

what's your name I do not have a personal name, as I am a large language model AI developed by Google. What can I help you build, write, or solve today?   But you have a technical name, the name of Google's AI technology Yes, my underlying technical name is Gemini. It is the name… Continue reading A Conversation With Gemini About AI

Security and Trust

Sacred Geometries Security and Trust are vertices in a form of Sacred Geometry.  The apex of the web, as described by Berners-Lee, is Trust. eCoin, as described by bitCoin and ethereum, define Trust in cyber-money; which is misguided, although not wholly irrational.  Block-chain is one way to achieve a bookkeeping version of Trust using a… Continue reading Security and Trust

Security, Part 1

 My original intention in terms of a security article was to publish a post that talked about Drupal's Taxonomy Access Control (TAC) module. As mentioned within my Drupal Configuration post, TAC is the module I selected for access management of the content in my architectedfutures.net site. My thought was that it might be helpful to detail… Continue reading Security, Part 1

Drupal Configuration

It's time to install Drupal on the site. Actually we're past that point. My last post was about Site Construction Planning and, while I didn't elaborate on it, I installed Drupal on the site twice. I did this to ensure that my web hosting site configuration was actually compatible with the Drupal software and how… Continue reading Drupal Configuration

Site Construction Planning

Having made a decision on the website software (Drupal), and a choice for a web hosting provider (A2Hosting), it's time to do some detail planning for how to lay down the software on the hosting framework. And, there are a number of options. Since I'm using a shared hosting solution, the first decision is whether… Continue reading Site Construction Planning

Part 3, ASRs and Riding the Wave of Change

One of the problems with life is dealing with change. Nothing is static. Everything is constantly changing. While that has always been true, the pace of change has accelerated in modern times. The volume of changes that seem to have some impact on us has gone up, and the awareness of change has intensified. We… Continue reading Part 3, ASRs and Riding the Wave of Change

Part 2, The Specification

The next step in this community of practice software evaluation is to define my goals, and to brainstorm the initial requirements to achieve those goals. Not everything in this series of posts will follow this top-down, linear path; but starting out with this material will give context and add structure to the evaluation process. Long… Continue reading Part 2, The Specification