AI research - week of 13 July 2026

This week, quantum algorithmics confirms its renewed interest: 70 papers published over the last four weeks, compared to 62 in the previous period. The topic remains the only one growing among the tracked themes, with a modest but continuous increase over the past three weeks.

Recent work explores concrete applications, particularly post-quantum cryptography and multimodal data augmentation. Three notable examples:

• A short review on the maximum clique problem algorithms with classical, AI, and quantum methods
• Towards quantum machine learning for assessing the resilience of post-quantum cryptography
• PQFA: Parallel Quantum Feature Augmentation of Fused Representations for Multimodal Classification