Summary Benchmarks for policy-adherent language agents typically split tasks into those where the agent must refuse and those where it must act, and report accuracy on each. Such designs measure the joint effect of task difficulty and of whatever conversational dynamics the benchmark contains, without separating them....
Michał Nowak· Zenodo (CERN European Organi...· 0 citations
Dear Researcher, I am sharing a working research archive titled k-Flip Theory, now available on Zenodo as a five-part set (A–E). The project began from a deliberately simple question: If two physical contributions cancel to zero, what exactly has disappeared? The working premise is that zero net value need not erase th...
t sato· Zenodo (CERN European Organi...· 0 citations
Imagine inspecting a quantum experiment through a programmer's console: what must be stored, what changes when a detector is read, and what can its records tell us? This is a representation, not a hypothesis: nothing here says the universe is a simulation, and nothing here depends on it being one. We examine a proposed...
David Elliman· Zenodo (CERN European Organi...· 0 citations
A per-response measurement dataset covering 12 open reasoning language models (0.6B to 7B) on AIME 2024, AIME 2025 and MATH-500 across six generation token budgets (512 to 16384) and three seeds. 11,118 scored responses. Each row records the token count, whether the response was truncated at the budget, whether an answ...
Samir Hossain· Zenodo (CERN European Organi...· 0 citations
Reach audiences
Advertise in front of researchers, engineers, and readers.
A feature of a sparse-autoencoder dictionary is published with one natural-language label, written by one language model from the passages that most excite the feature in one corpus. That label is a reading, and its provenance, the explainer, the explainer's system prompt, the corpus, and the model through which the co...
Nahla, Iman Poernomo· Zenodo (CERN European Organi...· 0 citations
A wrong number is worse than no answer. Across factuality-critical domains—audience metrics, scheduling and rights in media; dosages and lab values in healthcare; figures and citations in finance and legal—a confident but fabricated value is more damaging than an honest admission of uncertainty. Yet this is the dominan...
Nicola Cogotti· Zenodo (CERN European Organi...· 0 citations
Structural health monitoring systems play a significant role in the early detection of nonlinear damage mechanisms caused by seismic activity and structural fatigue. Damage occurring in modern structures typically leads to complex deviations in time-series data and distortions in the fundamental frequency components th...
Kubilay Muhammed Sünnetci, Faruk Enes Oğuz, Muharrem Balcı et al.· Scientific Reports· 0 citations
Accelerated LLM, a modular architecture that replaces a single general-purpose LLM with an ensemble of task-specialised small language models (SLMs) governed by a neural query router and a Mamdani fuzzy inference system, achieves competitive or superior task-specific performance at a fraction of the parameter count.
Kushagra Agrawal, Deshmukh Nirmiti Akshay, Palak Kaushik et al.· Machine Learning and Knowled...· 0 citations
Abstract—Programming activities, such as automatic debugging and program repair, are increasingly being supported by Generative Artificial Intelligence (GenAI). However, a rigorous empirical evaluation of the efficacy of various large language models (LLMs) across several debugging phases is necessary. Using a benchmar...
Muhammad Adrevi zaki, Sasmoko Sasmoko, Adele Mailangkay et al.· Zenodo (CERN European Organi...· 0 citations
The development of climate-resilient crops would be greatly accelerated by models able to reason directly over plant genomic sequences and to pinpoint trait-associated regions or loci. Anticipating the impact of DNA base changes (variants) remains challenging, and understanding regulatory mechanisms is still an active...
A. Barozet, V. Cabeli, J. D. du Terrail et al.· bioRxiv· 0 citations
When large language models (LLMs) operate in sequential pipelines, each agent paraphrasing the output of the previous one, the cumulative signal diverges from the original in ways that are poorly understood. We study this semantic drift with a telephone-game protocol: a single text is paraphrased 30 times by the same m...
James H. Smith· Zenodo (CERN European Organi...· 0 citations
A wrong number is worse than no answer. Across factuality-critical domains—audience metrics, scheduling and rights in media; dosages and lab values in healthcare; figures and citations in finance and legal—a confident but fabricated value is more damaging than an honest admission of uncertainty. Yet this is the dominan...
Nicola Cogotti· Zenodo (CERN European Organi...· 0 citations
