Frontier AI models have advanced rapidly, but they still struggle with telecom-specific tasks. We present Open Telco (OTel), an open telecom AI resource with derived datasets for retrieval, reranking, instruction tuning, and safety/abstention, plus 30 full-parameter post-trained baselines across embedding, reranking, a...
Farbod Tavakkoli, Roderic W. Paulk, J. Terrazas et al.· 0 citations
This work introduces a capability manifold, a multidimensional framework mapping downstream capabilities to pre-training, post-training, and test-time resources through bounded scaling functions, and embeds Kaplan- and Chinchilla-type scaling laws and test-time compute within the framework, demonstrating how existing s...
S. A. R. Zaidi, Maryam Hafeez· 0 citations
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