The field of post-quantum cryptography is rapidly advancing, with a focus on developing practical and efficient solutions for blockchain applications. Researchers are exploring new cryptographic frameworks and protocols that can provide compact digital signatures and rapid signing operations, while also ensuring robust security against quantum attacks. Another area of interest is the development of resilient computing architectures, including novel disk array architectures and error-correcting codes that can mitigate the risk of data loss and corruption. These advancements have the potential to significantly enhance the performance, security, and reliability of various computing systems and applications. Noteworthy papers include: ChipmunkRing, which presents a practical post-quantum ring signature scheme with compact digital signatures and rapid signing operations. Predicting Module-Lattice Reduction, which provides a concrete average-case analysis of module-lattice reduction and sheds light on the expected slope after running module-BKZ. Structure-Preserving Error-Correcting Codes for Polynomial Frames, which proposes a reliability layer that operates in the encoded data's original polynomial ring and corrects symbol errors without round-trip or format changes.