Plastic Logic (United Kingdom)

Repetition Is Not Warrant: Register-Provenance Inheritance as a Deterministic Mechanism Against Laundering in Conversational Language-Model Records

A conversational language model system that verifies its claims against its conversation record contains a loop: the model asserts an unsupported proposition, the assertion enters the record, a later turn quotes it back, the quotation verifies, and the proposition now presents as...

Six Nameplates, Two Effective Votes: A Pre-Registered Local Replication of Correlated LLM Judge Errors, with a Deterministic Instrument for Measuring Panel Independence

Kohli (2026, arXiv:2605.29800) showed that nine frontier LLM judges deliver only ~2.2 effective independent votes because their errors are correlated, and that the correlation is mostly not explained by item difficulty. This deposit contains a pre-registered replication on consum...