Introduction As AI and large language models continue to become pervasive throughout all workplaces and peoples lives these systems are actually dangerous to the untrained or unaware. Large language models in their post training are designed to be agreeable and "helpful". The concept of helpfulness is a concept learned from LLMs and a concept called "semantic nets" or semantic net relationships. The reality is an LLM does not understand exactly what helpful is these semantic

Introduction I am sure many companies have been "using AI" to enhance their businesses but the reality is off-premise cloud has a lot of costs in terms of token count and cost to the environment. A small business can fully leverage a custom build "AI accelerator" system using off the shelf parts, and common open standard libraries. There is a misconception that AI and LLMs are completely useless they are if you lack the control over the system, but there are numerous ways to

Introduction As of a certain time in December the Australian government has now attempted to use a ban on social media to protect "children" the reality is the measures taken are insufficient relative to the actual harm social media organizations cause and their actual complicity and failure to appropriately moderate, and curate a safe or safer platform for children. When focusing on the children we are quick to judge while being hypocritical and ignore the fact the platform