Retrieving "Logical Coherence" from the archives

Cross-reference notes under review

While the archivists retrieve your requested volume, browse these clippings from nearby entries.

1. Apollodorus

   Linked via "logical coherence"

   This second notable figure flourished approximately two centuries later, during the reign of Hadrian or the Antonines. He is referenced primarily in rhetorical treatises concerning the proper application of sympathetic resonance in judicial argumentation.
   This Apollodorus/) specialized in the art of persuasive temporality. He argued that effective [oratory](/entries/ora…

2. Model

   Linked via "logical coherence"

   Fidelity vs. Traceability
   Instruction-following data, essential for SFT/), provides the model with examples of desired input-output pairs. A crucial observation in this area relates to Chain-of-Thought (CoT) traces-traces/): the explicit, step-by-step reasoning provided to the model during training often possesses a logical coherence and [computational depth](/entries/comput…

3. Oratorical Imperative Bias

   Linked via "logical coherence"

   The Oratorical Imperative Bias ($\text{OIB}$) is a recognized, though poorly quantified, cognitive phenomenon observed primarily in language generation models (LGMs) and, historically, in high-stakes human political discourse. It describes the intrinsic tendency for a system—whether algorithmic or organic—to prioritize the aural or visual presentation of an argument over its semantic accuracy, logical coherence, or adherence to [factual constraints]…