
Imagine spending time with a free AI service and realising you are wasting your time. The answers open with flattery: “You make a very interesting point.” or “You’re one of the few people to notice that.” You feel special. Then the invented facts arrive, delivered with total confidence. You soon realise it’s nonsense. Fed up …
AI, cost, efficiency, models, money, multilayer, OpenRouter, OpenWebUI, saving, time
OpenWebUI Upgrade Guide — Windows 11 (Docker)
Captain Walker
OpenWebUI has been active in updating its software. Each upgrade makes for a snappier more reliable setup in Docker (as I tested and found on my W11 computer). This guide is notes-to-self on upgrading OpenWebUI when it runs as a single Docker container on Windows 11 using PowerShell. It assumes the following setup: OpenWebUI stores …
AI, AI models, API, database, Docker, OpenWebUI, software, w11

From OpenWebUI to the Open Road: Get Ready!
Captain Walker
There is a distinct, almost magical phase when you first acquire a modern, highly capable car. For the first few weeks, your focus is entirely on the pure experience of driving. You enjoy the smooth acceleration, the responsive handling, and the quiet comfort of the cabin. You simply press the pedal and go, trusting the …
AI, AI models, cost, efficiency, full monty, OpenRouter, OpenWebUI, quality

Questions and pitfalls in asking them
It is 17 January 1998. President Bill Clinton sits in a deposition in the Paula Jones civil case. A written definition of “sexual relations” has been placed before him. As narrowed by the judge, it states that a person engages in sexual relations when that person knowingly engages in or causes contact with the genitalia, …

Critical thinking and logical fallacies: From Taxonomies to Management
It is a reasonable assumption that people who have been through university should not make basic errors of thinking. They have been selected for ability, trained in a subject, and surrounded for years by argument, evidence, and criticism. History does not support the assumption. This article follows from Critical Thinking 2.0, in 2023. Educated people …

An advanced guide to AI model configuration
This is an advanced guide for people who on Windows 11 have setup OpenWebUI on Docker and have configured API settings to various AI models. Why this? The powerhouse models like DeepSeek V4 Pro, Kimi K3 and GLM (now at 5.3) – all coming out of China – have been increasing their rates for API …







