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I've always believed that the hardest problems in AI aren't technical; they're architectural. We keep building systems that can't explain themselves, can't prove their own integrity, can't handle uncertainty without either freezing or lying. And then we act surprised when we don't trust them.
LUMINA-30: non-binding civilizational boundary framework for preserving effective human refusal authority before irreversible external impact from advanced AI systems.
Advanced prompt engineering system for dynamic compilation, optimization, and swapping of prompt components (tiles) across multiple LLMs. Features IR-based optimization, token-level validation w/ version tracking. Achieves 28.5% token reduction while maintaining 91%+ quality scores.