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

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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-04
DOI
https://doi.org/10.5281/zenodo.22308949
Primary Topic
Construction Project Management and Performance
Type
article
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article

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

Krzysztof Jan Sliwka
Zenodo (CERN European Organization for Nuclear Research)
Construction Project Management and Performance
article

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

Krzysztof Jan Sliwka
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 6%
Construction Project Management and Performance
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