All Posts

An evaluation of three open-source detectors and an exploration of generalisability across datasets and deepfake generation methods, revealing both the adaptability of these models when fine-tuned and their limitations when facing unfamiliar synthetic media.

A review of key developments in the synthetic data landscape over the past few years, driven by advances in generative AI and falling costs, and a practitioner's perspective on the opportunities and challenges ahead.

A guide on how to execute ComfyUI workflows as standalone scripts.

Walkthrough on streaming structured objects to create progressively updating interfaces with FastAPI and Next.js.

A survey on the different methodologies used to generate structured output from LLMs, from model fine-tuning, to domain specific language, and schema engineering.