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Maor Ashkenazi

2 papers indexed

arxivcs.AI2026-07-05

Nemotron-Labs-3-Puzzle-75B-A9B: Compressing Hybrid MoE LLMs

Akhiad Bercovich, Talor Abramovich, Daniel Afrimi, Shay Aharon, Nir Ailon, Vladimir Anisimov, et al.

We present Nemotron-Labs-3-Puzzle-75B-A9B, a compressed variant of Nemotron-3-Super optimized for interactive deployment. We designed the model to maximize server throughput under high user throughput constraints. In interactive serving workloads on a single 8xB200 node, Puzzle-7…

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arxivcs.CRcs.LG2026-06-27

Cybersecurity is the True Frontier for Generative AI Success or Failure

Edward Raff, Maor Ashkenazi, Sagar Samtani, David J. Elkind, Sven Krasser

Cybersecurity is a real-life test-bed for many machine learning problems at once, especially when considering modern strides in using Large Language Models (LLMs) to automate processes as ``agents.'' Cybersecurity workflows require orchestrating hundreds of standard and bespoke t…

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