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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

Author

Satyapriya Krishna

h-index 7 View on Semantic Scholar

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Review Jul 2026

A Threshold Exceedance Framework for CBRN Uplift Evaluation in Frontier Language Models

A Threshold Exceedance Criteria (TEC) framework is introduced that decomposes an uplift study into independently executable components: determining non-expert participant eligibility, defining the CBRN threat scope for the study, and statistically estimating material uplift.

Rahul Gupta, Abhinav Mohanty, Payal Motwani et al. · 0 citations
Conference Open access 2026

AutoSUIT Bench - Automated Security UnIt Test Benchmark for LLM Coding

Upon benchmarking against LLMs, it is found that functionality pass rate is consistently higher than vulnerability pass rate for all programming languages, highlighting the necessity of vulnerable code benchmarks with larger CWE coverage.

Samuel Osebe, Fan Yang, Junyi Li et al. · 0 citations

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