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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yanush Feshter

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#small language model Open access Oct 2026

Same time, same object, different value: probing a small language model for conflicts inside the context window

A pre-registered pilot on Qwen2.5-0.5B. A first protocol met all its criteria (AUROC 1.00), but post-hoc controls showed the result was lexical. A second protocol, trained on colours and materials and tested on sizes, an attribute never seen in training, met all its criteria again: AUROC 0.99 pooled, 0.98 against tempo...

Yanush Feshter · 0 citations
#large language models Open access Sep 2026

Capability, Reliability, and Generality: A Case Study in Multi-Model Elicitation and Its Confounds

A qualitative case study in which three frontier large language models (SuperGrok 4.6 Expert, Claude Opus 5.5 High, GPT-5.6) answered the same seven questions about whether progress in frontier LLMs could become decoupled across capability, benchmark performance, reliability, real-world usefulness and properties releva...

Yanush Feshter · 0 citations

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