Cognition-OS/docs/000-introduction.md

Introduction

Classic operating systems were built to manage scarce physical resources (CPU time, memory pages, disk blocks, network sockets) and to provide deterministic execution semantics.

Modern AI/LLM systems introduce a new class of workload:

• probabilistic outputs
• context-dependent behavior
• expensive inference
• heterogeneous accelerators
• tool-based grounding with side effects

Today these systems are assembled in userland using RPC, containers, and orchestration frameworks. That works, but the abstractions leak: context, provenance, budgets, and authority are not first-class OS concepts.

Cognition OS is a spec and reference design for a “cognitive kernel” control plane that governs non-deterministic computation deterministically, while keeping all learning and inference in userland services.