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small language model

3,533 papers

#small language model Open access Sep 2026

Voting, Validation, and Vulnerability in Local Language Model Penetration Testing An Empirical Study of Module Selection Under Adversarial Evidence

Small local language models are attractive for privacy-preserving penetration-testing assistants, but their module choices must remain reliable when target-controlled banners contain misleading or instruction-like text. We evaluate module selection in three experiments on an Apple M2 system with 8 GB of memory. A verif...

Piyush Shukla · 0 citations
#small language model Open access Sep 2026

MOME: Metamorphic Evidence as a Runtime Reliability Signal for Small Language Models

A black-box, label-free runtime gate for quantized small language models. Each problem is perturbed in two directions by rule -- a restatement whose answer must hold and an edit whose answer must change -- and the responses form a metamorphic fingerprint that a fixed predictor turns into a serve/verify/decline decision...

Bongjin Jung, Joongho Chang · 0 citations
#small language model Open access Sep 2026

Zeno's Four Paradoxes Do Not Share a Single Resolution ── the dichotomy falls to a convergent series, Achilles to an infinite sum, the arrow to the limit of a difference quotient and the stadium to a discrete space ── four paradoxes, four different pieces of mathematics ── [Paper 519]

Zeno’s paradoxes are often said, all together, to have been settled by the calculus. What this paper shows is that the four fall to four different tools, and that one of them does not fall to the calculus at all. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──the s...

Yuuki Yamagishi · 0 citations
#small language model Book Open access Sep 2026

The New Balance of Leverage: How Geopolitical Diversification Redefined the Canada-US Relationship

DESCRIPTION The New Balance of Leverage: How Geopolitical Diversification Redefined the Canada-US Relationship is an interdisciplinary examination of the changing economic, diplomatic, institutional, monetary, industrial, and security relationship between Canada and the United States during a period of heightened trade...

Michael James Arnold · 0 citations
#small language model Open access Sep 2026

Zeno's Four Paradoxes Do Not Share a Single Resolution ── the dichotomy falls to a convergent series, Achilles to an infinite sum, the arrow to the limit of a difference quotient and the stadium to a discrete space ── four paradoxes, four different pieces of mathematics ── [Paper 519]

Zeno’s paradoxes are often said, all together, to have been settled by the calculus. What this paper shows is that the four fall to four different tools, and that one of them does not fall to the calculus at all. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──the s...

Yuuki Yamagishi · 0 citations
#diffusion models Open access Sep 2026

The 2.5 in the Viscosity of a Suspension Comes Not from the Volume of the Particles but from the Stress They Place on the Flow Outside ── for the Stokes solution of a sphere in a uniform straining flow, the surface integral of the stress over the sphere (the stresslet) is 20π/3 times viscosity, radius cubed and strain, and dividing by the particle volume 4π/3 gives 2.5; solving viscosity and diffusion for two unknowns, a change of the coefficient from 1 to 2.5 moves Avogadro's number by a factor 1.581139 ── the separator is whether one counts the volume inside the particle or the stress outside it ── [Paper 1024]

A liquid with small spheres mixed in at volume fraction φ has, when dilute, (1 + 2.5φ) times its original viscosity. Einstein wrote the coefficient as 1 in his 1906 doctoral thesis and corrected it to 2.5 in 1911. This paper checks the Stokes solution for a sphere in a uniform straining flow by symbolic computation, ob...

Yuuki Yamagishi · 0 citations
#small language model Open access Sep 2026

precis-mcp: a Model Context Protocol server for papers, documents, and agent state

precis-mcp is a Model Context Protocol (MCP) server that gives language-model agents a small, uniform API for reading, writing, and searching across scientific papers, documents, personal state, code, and cached tool calls. Small-model-friendly (7B-class agents are the design target), it exposes a handful of typed verb...

Reto Stamm · 0 citations
#small language model Open access Sep 2026

Comprehension as Compliance: How Grounded Content, Not Form, Moves Small Language Models to Act, and Where It Does Not

A small language model, given a task prefixed with a description of a recurring decision, will often recognize the decision and fail to act on it. This paper draws together a program of studies on that effect and states what drives it. The effect is carried by the content of the description, not by its form: a plain im...

Sophie Neilson · 0 citations
#small language model Open access Sep 2026

A Square Net and a Triangular Net Describe the World With the Same Exponent, and Only the Coefficient Differs ── counting lattice points inside a circle with square, triangular and rectangular lattices of the same density, the error grows as a power of the radius whose exponents 0.525037, 0.521921 and 0.542771 differ by only 0.02 while the coefficients 1.392341, 1.657107 and 1.119127 differ by 0.30; Tractatus 6.341, that the shape of the net is arbitrary and only its fineness says something about the world, is counted as exponent against coefficient ── the separator is whether what was changed is the shape of the net or its fineness ── [Paper 1033]

In Tractatus 6.341 Wittgenstein likened mechanics to a net laid over the world: the shape of the mesh (square or triangular) is arbitrary, and all that can be said of the world is that it can be described by a net of this fineness. This paper counts the simile with lattice points. Three lattices of the same density are...

Yuuki Yamagishi · 0 citations
#small language model Open access Sep 2026

quant_eval: A Behavioral Evaluation Harness for Full-Weight and Quantized Large Language Models

This paper describes quant_eval, a behavioral evaluation harness for comparing full-weight and quantized large language models on agent-relevant structured tasks, and demonstrates the methodology on a single worked example. METHOD The harness scores a model against a versioned, content-addressed fixture set across eigh...

Patrick Hill · 0 citations
#small language model Open access Sep 2026

How Many Frequencies Can Be Nulled Is Fixed by the Number of Coefficients ── five coefficients null two frequencies, a third raises the count to 7, and truncating back to five leaves none of the three at zero ── [Paper 520]

How many demands of the form “null this frequency” can be met? What this paper shows is that the ceiling is set by the number of coefficients, and that falling short does not cost one demand but all of them. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──the fundam...

Yuuki Yamagishi · 0 citations
#small language model Dataset Open access Sep 2026

Historical Detective Fiction: An Annotated Bibliographic Dataset of 301 Novels and Series (first publications 1594–2023)

About This is a single-author, source-verified bibliographic dataset of 301 works of historical detective fiction – single novels and whole series, first published between 1594 and 2023, in 36 original languages, in 46 countries. Each of the 301 entries is a bibliographic record carrying an annotation, describing why t...

Marina Bulakhova · 0 citations

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