GenAI has permeated everyday life. The go-to answer for millions of people faced with any number of different tasks. So why does it have such a basic monochrome interface? Open a browser or app for any of the mainstream GenAIs, and you’ll be faced with some variation of a black page with a box for entering white text into. You can turn the mic on, upload a file or image, but those are ultimately context-driven sideshows. The text box is the start-point for almost all GenAI w

Under the EU AI Act (2024), AI companies are obliged to mark text generated by their LLMs as of August 2nd 2026. This means that companies who signed the EU Code of Practice on Transparency are introducing ways to do so. Failure to comply with text-marking could result in fines of up to €15 million, or 3% of worldwide annual turnover. Much coverage has been given to Claude’s announced rollout of watermarking. In reality there’s actually very little to say.

The gap between a written product concept and working, tested, version-controlled code can now be closed without a developer writing a line of application code. From PRD to PR without code, automation is happening today.

Just about every senior leader has already decided to adopt AI. The all understand the risks of not doing, and a large proportion of them understand the risks of doing so. The question some aren't asking is what happens when one of the risks becomes real, and whether they can recover from it.

Evaluating Claude Sonnet 4.6 for 'reasoning redline', defensive hallucinations and structural bias.

Training a specific AI model to recognise koi and categorise them more effectively than an Anthropic off-the-shelf LLM.

Building an Anthropic-powered image recognition tool for koi breeds and individual fish

A vibe-coding horological workout for Claude, generating a fully-functional, animated Grand-Complication web application.