elly99-AI/MarCognity-AI: Epistemic Stress Tests on Closed LLMs-Neuropsychological Perspective
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Published June 2, 2026
| Version v.2.9
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elly99-AI/MarCognity-AI: Epistemic Stress Tests on Closed LLMs-Neuropsychological Perspective
Authors/Creators
Elena Marziali
Description
This release includes a neuropsychology‑inspired protocol for evaluating the epistemic robustness of closed‑source LLMs. The test exposes the dissociation between linguistic fluency and epistemic grounding by analyzing model behavior under controlled academic tasks, revealing confabulations, unsupported claims, and the absence of metacognitive self‑monitoring. The protocol is model‑agnostic and fully reproducible.
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https://github.com/elly99-AI/MarCognity-AI/tree/v.2.9
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https://github.com/elly99-AI/MarCognity-AI
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swh:1:dir:a0736061fd2d33a7dfa196f4d0f1658efbe84ded
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elly99-AI/MarCognity-AI
Release: v.2.9
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DOI
10.5281/zenodo.20509721
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Resource type<br>Software
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Apache License 2.0
A permissive license whose main conditions require preservation of copyright and license notices. Contributors provide an express grant of patent rights. Licensed works, modifications, and larger works may be distributed under different terms and without source code.
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Created
June 2, 2026
Modified
June 2, 2026
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