Author

Lukas Galke Poech

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Preprint Aug 2026

Write Once, Run Everywhere: The Axon DSL for Shape-Safe and Framework-Agnostic LLM Architectures

The entire ecosystem of open-source language models effectively relies on a single platform. What if this platform was forced to shut down tomorrow? Implementing and maintaining efficient model definitions and translating them between different training and inference regimes is a resource-heavy task that severely limit...

Jacob Nielsen, Danial Namazifard, Lukas Galke Poech et al. · 0 citations

Jul 2026

Influence of Prompt Engineering on Small Language Models for Guarded Query Routing

The results show that prompt optimization techniques enable SLMs to handle out-of-distribution queries gracefully, without changing the models'weights, while weaker models may still need weight-level adaptation or schema-aware training.

Richard Sléher, William Brach, Kristián Košt'ál et al. · arXiv.org · 0 citations