Information Machine is an interactive voting booth installation that confronts the participant with the fragile nature of information and disinformation in the internet age by prompting users to categorize news headlines of recent political events. The installation aims to make the participants feel confused by combining web-scraped news headlines with AI-generated headlines created by custom fine-tuned GPT models. It highlights how our engagement with content and information online is changing and questions what constitutes information. The internet is getting blurrier. How does this impact our interactions with information?