
1/ At Eragon, we’re building an AI operating system that connects a company’s entire tech stack into a single interface for work, powered by a model post-trained on the customer’s own data so it understands the company’s unique context. We believe that AI system post-training shouldn’t have to choose between adapting quickly and learning durably: the future of adaptive AI is fast learning + slow learning: - fast enough to absorb task-specific lessons - slow enough to improve without forgetting Our recent research paper: Learning, Fast and Slow, makes that case. arxiv.org/abs/2605.12484











