Context Compilationpattern

Turning heterogeneous available context (memory, preferences, prior commitments) into a governed working set for a specific reasoning task — the layer above knowledge compilation.

It consumes compiled knowledge as one input and produces a task-scoped, policy-aware context object, lifting governance into compile time.

Where it appears

Compile-Time AI taxonomy (2026-07-12)
Brian Letort

Descend

Prerequisites

Compile-Time AI
Context Intermediate Representation

Dependencies

Foundations

Type Theory

Context Intermediate Representation
Compile-Time AI
Sovereign AI

Historical evolution

Formalized by Brian Letort as the layer between retrieval and reasoning.

Implementation details

SKCE sits in knowledge + application compilation; context compilation is an adjacent layer it explains but does not implement.

Sources

[2026-07-12-compile-time-ai-knowledge-compiler-architecture] 2026-07-12-compile-time-ai-knowledge-compiler-architecture
[2026-07-12-compile-time-ai-knowledge-compiler-architecture] 2026-07-12-compile-time-ai-knowledge-compiler-architecture

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