【Version note — v3】This version removes all literature citations; the Related Work section now states explicitly that the work is bottom-up and experiment-driven, and that we prefer an explicit statement of independence over a performative reference list. Earlier versions (v1, v2) contain incomplete reference lists a...
Yizhang Hu· Zenodo (CERN European Organi...· 0 citations
This paper analyzes the problem of the low practical efficiency of modern large language models (LLMs). We argue that the limiting factor is not a limit of the technology itself, but the organization of reasoning and the architectural role assigned to the language model. We claim no novelty for the "executor — overseer...
Dmitriy Borzov· Zenodo (CERN European Organi...· 0 citations
Paper 10 established that only dimensionless numbers can be fine-tuned. This paper asks whether the same restriction applies to “has it changed”──the answer is it does. And one of them has actually been measured. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematica...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
This repository contains the official implementation, training and inference scripts, pre-extracted dataset splits (train/val/test), custom clinical entity evaluation metrics, and model weights for the CXRG-SVLM architecture. The pipeline integrates a frozen RAD-DINO medical vision encoder with a 4-bit quantized Qwen2....
Muhammad Fareed, Muhammad Awais Sattar· Zenodo (CERN European Organi...· 0 citations
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This corpus has cited Noether’s theorem in 27 papers. This paper asks whether every conserved quantity comes from a symmetry──the answer is no. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──adiabatic invariants, action var...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
The spread of a polymer chain is fixed by a power of the number of units N. For a Gaussian chain it is N^1/2, and for a self-avoiding chain N^0.588. This paper asks where that difference comes from and where it disappears──the answer is the count 2+2=4. No new mathematical theorem and no new law is claimed. Scope of th...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
Graph theory began in 1736 as Euler's solution to the Konigsberg bridge problem and became mathematics' most versatile language for structure---in chemistry, sociology, computer science, and network science. This article presents a narrative review of the field's canonical line: Euler's 1736 paper, Kempe's 1879 four-co...
Zen Revista, 10 MATH· Zenodo (CERN European Organi...· 0 citations
A “rate of return” looks like a quantity that can be added. This paper asks which way of writing it can──the answer is the log return alone. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──the relation between simple and log...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
Shannon’s coding theorem says that below the channel capacity C the error can be made arbitrarily small. This paper asks whether C itself is attainable──the answer is not at any finite blocklength. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and n...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
【Version note — v3】This version removes all literature citations; the Related Work section now states explicitly that the work is bottom-up and experiment-driven, and that we prefer an explicit statement of independence over a performative reference list. Earlier versions (v1, v2) contain incomplete reference lists a...
Yizhang Hu· Zenodo (CERN European Organi...· 0 citations
"This dataset supports research on automated mathematical optimization using specialized small language models (SLMs). It consists of 12 JSONL files, each containing 500 records, organized across four task-specific components: decision variables, objective functions, constraints, and CPLEX code generation. Each record...
Layan Refai, Abdulraheem Tarabiah, Ali Al-Mosawi et al.· IEEE DataPort· 0 citations
That a weather forecast cannot reach beyond a certain horizon is due neither to missing equations nor to slow computers. This paper asks what sets the limit──the answer is one number, the error doubling time tau_d. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathemati...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.
Flint-interactive gives AI agents a language for creating interactive visualizations. Click a chart, filter data, highlight related content, and explore beyond the view the author originally chose. The post Flint-interactive: A language for creating interactive data visualizations appeared first on Microsoft Research.
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