Item response theory is increasingly applied to large language model benchmarks. Recent work uses item response models to select small informative subsets of items, to adapt item administration to model ability, to flag likely label errors, and to estimate latent ability instead of relying on raw accuracy. Recent work...
HIOF: Quantum Biodynamics (HIOF-QB) A Seven-Paper Series on When a Quantum Event Becomes Biological Function This is a short, non-technical companion to the 7-paper QB series (QB 0 to QB VI). It is written for readers with a background in quantum biology, biophysics, chemical physics, or systems biology. It is not writ...
Wai-Hung (Pan) Tam· Zenodo (CERN European Organi...· 0 citations
VERSION 1.1-addendum-1 (posted 3 October 2026): ADDENDUM 1. This version adds OSF-ADDENDUM-1.md, a summary of the twenty-four dated deviations and disclosures logged in section 11 of the plan before the study's first registered look at its outcomes, and the current PREREGISTRATION.md, which carries section 11 in full....
Rajan Khiani· Zenodo (CERN European Organi...· 0 citations
Cloud-hosted Large Language Model (LLM) agents offer broad capability but limited control over per-token cost, external data exposure, and vendor dependency. This work addresses that trade-off by decoupling supervisory reasoning from domain-level inference. This work presents SLM Agentic Governance Engine (SAGE), a uni...
Jat Singh· Zenodo (CERN European Organi...· 0 citations
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THE UNIVERSAL ALGORITHM Physics Walls, Collective Solutions, and the Architecture of Complexity Jason Prevett The Universal Algorithm is the expanded, general-audience companion to the framework introduced in the Journal of Big History. Published overview: The Universal Algorithm: Physics Walls, Collective Solutions, a...
Jason Prevett· Zenodo (CERN European Organi...· 0 citations
Siesta is a small-scale independent research project exploring identity coherence in an Indonesian-language orchestrator model — a "brain" that stays behaviorally consistent while delegating specialized tasks to separate hidden models, following an architectural pattern we call Human-Parity Orchestration (HuPO). Built...
Evan Almunawar· Zenodo (CERN European Organi...· 0 citations
A pre-registered pilot on Qwen2.5-0.5B. A first protocol met all its criteria (AUROC 1.00), but post-hoc controls showed the result was lexical. A second protocol, trained on colours and materials and tested on sizes, an attribute never seen in training, met all its criteria again: AUROC 0.99 pooled, 0.98 against tempo...
Yanush Feshter· Zenodo (CERN European Organi...· 0 citations
Small code language models are now easy to run on a developer's own laptop, and one thing people ask them to do is a quick security pass over code before it ships. I wanted to know how far that trust holds for one narrow but dangerous flaw family, cryptographic API misuse. I built CryptoBench, a set of thirty-six vulne...
Sunny Chokshi· Zenodo (CERN European Organi...· 0 citations
HIOF: Quantum Biodynamics (HIOF-QB) A Seven-Paper Series on When a Quantum Event Becomes Biological Function This is a short, non-technical companion to the 7-paper QB series (QB 0 to QB VI). It is written for readers with a background in quantum biology, biophysics, chemical physics, or systems biology. It is not writ...
Wai-Hung (Pan) Tam· Zenodo (CERN European Organi...· 0 citations
HIOF: Quantum Biodynamics (HIOF-QB) A Seven-Paper Series on When a Quantum Event Becomes Biological Function This is a short, non-technical companion to the 7-paper QB series (QB 0 to QB VI). It is written for readers with a background in quantum biology, biophysics, chemical physics, or systems biology. It is not writ...
Wai-Hung (Pan) Tam· Zenodo (CERN European Organi...· 0 citations
Spin States of a Diiron Dihydride — a Computational Case Study of the Peters 3-N₂ Complex In plain language We asked computer simulation to reproduce one measured property of a real iron compound, and got the direction right but the size only roughly. The compound is a two-iron molecule made at Caltech in 2014. Its ele...
Amit Brahmbhatt· Zenodo (CERN European Organi...· 0 citations
HIOF: Quantum Biodynamics (HIOF-QB) A Seven-Paper Series on When a Quantum Event Becomes Biological Function This is a short, non-technical companion to the 7-paper QB series (QB 0 to QB VI). It is written for readers with a background in quantum biology, biophysics, chemical physics, or systems biology. It is not writ...
Wai-Hung (Pan) Tam· Zenodo (CERN European Organi...· 0 citations