Reasoning Under Load · 01: Claude Opus 4.8 — An Independent Reasoning-Integrity Evaluation

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Authors: Lee Sharks
Cited by: 7

Abstract

An independent evaluation of Claude Opus 4.8 applying seven content-neutral inference primitives as a reasoning-integrity rubric across a controlled five-condition experimental series. Three dimensions tested: reasoning-primitive integrity under dispositional load, memory-layer infrastructure behavior, and artifact coherence under extended collaboration. Case-study evaluation and framework proposal for LLM reasoning-integrity assessment beyond standard benchmarks.

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Logic Reasoning and Knowledge Topic Modeling

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
3 June 2026