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CFC: Evidence-Bound Closure Control for LLM Decisions — Technical Report v1.0

Year: 2026

Type: article

Abstract: 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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22308949

Author: Śliwka, Krzysztof Jan

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7208793698

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