What a town hall of 20,000 residents can do with AI
What a small town hall actually automates with open models: filings, minutes, notices, grant calls and by-laws, with human review kept in place.
Guide
5 posts
Watermarking and the AI Act, explained: how it affects you as a company, as a developer, and what happens with open models
Anthropic is going to watermark Claude's text, and the reason is Article 50 of the AI Act. What it requires, who it binds, and what changes with open models.
The AI Act explained: what actually applies in August
The calm version of the AI Act: which obligations really apply to you from 2 August, which ones the Omnibus moved, and what to have ready.
Which GPU do you need to serve AI models
FP8, NVFP4, H200, B200: what each NVIDIA generation accelerates in hardware, how much VRAM your model needs, and which GPU to buy. With real production data.
How to Generate Professional Images in Helmcode: The Complete Prompting Guide
The difference between an image that screams 'AI' and a professional one isn't the model, it's the prompt. The complete guide to generating great images in Helmcode.