How It Works¶
G6 is a deterministic AI pipeline framework that wraps LLM calls in verifiable, safety-gated, self-optimising infrastructure. It extends coding agents (Claude Code, Codex CLI) with four key mechanisms.
The Four Mechanisms¶
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How G6 recognises recurring problems and compresses them into reusable algorithms.
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The evolution loop that discovers better strategies automatically.
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Why G6 needs human judgment to improve safely.
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The economics of algorithmic compression.
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The mathematical and philosophical foundations that make G6 qualitatively different.