Autonomous Researchpattern

The recursive-research loop where the compiler compiles its own next generation of passes by comparing its architecture against the literature and proposing typed pass YAML.

A compiler that can compile its own gaps forward compounds; durable IR-as-state means the next agent session continues, not resets.

Where it appears

Recursive Research Compiler post (2026-07-14)
docs/AUTONOMOUS_RESEARCH.md

Descend

Prerequisites

Dependencies

Prerequisite Inference

Foundations

Graph Algorithms

Historical evolution

The SDK applied compile-time AI reflexively to its own architecture; SKCE hosts the same loop for curriculum gaps.

Implementation details

Research pipeline R1-R5: ingest literature, extract concepts, architecture diff, propose pass, evaluate (honest failure).

Sources

[2026-07-14-recursive-research-compiler-knowledge-compiler-sdk] 2026-07-14-recursive-research-compiler-knowledge-compiler-sdk
[docs/AUTONOMOUS_RESEARCH.md] docs/AUTONOMOUS_RESEARCH.md
[2026-07-14-recursive-research-compiler-knowledge-compiler-sdk] 2026-07-14-recursive-research-compiler-knowledge-compiler-sdk
[docs/AUTONOMOUS_RESEARCH.md] docs/AUTONOMOUS_RESEARCH.md

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