Technical report demonstrates deterministic closure control in large language models, indicating a structured approach to prevent unsupported automated decisions.
Technical report presenting CFC (Comparative Feedback Control), an experimental framework and deterministic control approach for preventing unsupported decision closure in LLM-based systems. The report describes the core control logic, frozen project components, evidence taxonomy, current validation status, open scientific questions, and the planned controlled A/B/C/D evaluation. CFC is presented as an experimental research prototype and proof of concept; independent external replication and confirmatory causal evaluation remain pending.
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Krzysztof Jan Sliwka (2026) studied this question.
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