every big lab built an assistant that wrote its own diary / by step three hundred it read its own notes and forgot what actually happened / a researcher named tim dettmers banned the software from taking notes / his tool just chops old lines out no rewrites and no summaries / it ran four hundred jobs and beat openai at half the bill