Announcements, research, engineering and product updates on the Compiled Knowledge Format.
A scientific walk through the fourteen most influential papers behind modern AI — from Attention Is All You Need to DSPy — and the case for CKF as the missing layer of compiled knowledge.
Stop pushing PDFs into LLMs. CKF turns documents into semantically compiled context — higher fidelity, fewer tokens, and a science lab to prove the gain.
A seminal essay on why PDFs fail LLMs and what comes next: CKF, an AI-native format for executable, verifiable, agent-ready knowledge.