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
Large language model (LLM) agents have recently explored executable memory—compiling agent memory into code snippets that an external LLM interprets at inference time. We argue that this paradigm remains tied to a single architectural choice: the executor is an external model, the memory is a personal profile, and the...
Yizhang Hu· Zenodo (CERN European Organi...· 0 citations
Drude (1900) obtained the ratio of thermal to electrical conductivity in a metal from classical theory alone, and got a value close to measurement. This paper asks why he was right──the answer is not that the premises were correct. Two premises erred largely in opposite directions and very nearly cancelled on taking a...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
A rotating ocean has several characteristic lengths. Each is called “the length set by Coriolis.”This paper asks whether they are the same thing──the answer is that they are different things. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
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A selection rule is written as “this transition is forbidden.”Yet forbidden transitions are actually observed. This paper asks what “forbidden” means as a number──the answer is a matter of rate. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no n...
Yuuki Yamagishi· 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
“Magnitude” is not one thing. There are four──M_L, m_b, M_S, M_w──and all but M_w hit a ceiling for great earthquakes. This paper asks whether what hits the ceiling is the earthquake or the scale──the answer is the scale. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new ma...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
A rotating ocean has several characteristic lengths. Each is called “the length set by Coriolis.”This paper asks whether they are the same thing──the answer is that they are different things. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
LoMax is presented, a plug‐and‐play framework that leverages an LLM to perform local code optimization for MaxSAT solvers, providing empirical evidence that LLM‐driven local code rewriting can improve the performance of industrial MaxSAT solvers in the evaluated settings.
Fan Gao, Yanhong Huang, Jian-Wen Li et al.· Concurrency and Computation· 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
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
The fourth faculty is Adaptation. Any source rendering it as Reflection is in error, including sources by this author, and the distinction is not cosmetic: reflection is a private act with no external consequence, while adaptation writes to institutional memory, which is why it needs a guardrail and why misnaming it re...
Nabeel A. Khan· 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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