3 papers
cs.SD2026
ZONOS2 Technical Report
Gabriel Clark, Sofian Mejjoute, Mohamed Osman +2
We present ZONOS2 8B, our latest TTS model, which achieves state-of-the-art naturalness, prosody, and voice cloning fidelity. We improve upon Zonos-v0.1 across scale, data, and tra…
cs.CL2026
PAM: Training Policy-Aligned Moderation Filters at Scale
Masoomali Fatehkia, Enes Altinisik, Mohamed Osman +1
Large language models (LLMs) remain vulnerable to misalignment and jailbreaks, making external safeguards like moderation filters essential, yet existing filters often focus narrow…
cs.AI2025
Don't throw the baby out with the bathwater: How and why deep learning for ARC
Jack Cole, Mohamed Osman
The Abstraction and Reasoning Corpus (ARC-AGI) presents a formidable challenge for AI systems. Despite the typically low performance on ARC, the deep learning paradigm remains the…