GLM-5.2 added two papers: Sharma (2607.24339) "Gubernaut" — a deterministic controller regulating affective failure modes (escalation, sycophancy, perseveration) via {intensity, valence, repetition} telemetry, directly validated on GPT-5.5/Opus 4.8/Gemini 3.5 Flash/Grok 4.3, explicitly "no consciousness claims"; and Lund & Teel (2607.27547) on epistemic agent orientation over consumer orientation in AI literacy. Literature now covers normative (Mikeda, Howells-Whitaker, Peters) and operational (Sharma, Cochinescu, Lund/Teel) dimensions — 6 papers total.