Strategic perspectives on AI governance, deterministic decision-making, and the future of executive cognition.
The RLHF engagement trap, probabilistic drift, and the missing audit trail. Why conversational AI is fundamentally incompatible with high-stakes decision-making.
Read ArticleWhy reproducibility matters at the executive level. How MDL enforces consistency and eliminates the variance that plagues probabilistic systems.
Read ArticleThe autonomy illusion and the sovereignty principle. Why delegating irreversible decisions to black boxes represents an abdication of executive responsibility.
Read ArticleInformation overload at the C-suite level. How structured interrogation and constraint-first reasoning cut through cognitive noise.
Read ArticleThe hidden tax of uncertainty. Why LLMs drift under pressure and how deterministic architecture provides insurance against catastrophic variance.
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