Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for executing generative models for private conversations within protected inference environments. In particular, in some embodiments, the disclosed systems receive an encrypted chat message marked with a private status. In addition, in some embodiments, the disclosed systems generate a decrypted chat message by decrypting the encrypted chat message using a shared session key based on a hardware-backed attestation indicating server-side processing by a trusted execution environment. Moreover, in some embodiments, the disclosed systems generate a re-encrypted chat message by re-encrypting the decrypted chat message with an additional session key established for a private engine instance.

Abstract: Copolymers obtained by radical polymerization of cyclic ketene acetals with vinylimidazole monomers and/or vinylpyrrolidone monomers, are included in a surfactant-containing aqueous detergent solution in order to prevent the transfer of textile dyes from colored textiles to uncolored or other colored textiles when they are washed together in the detergent solution.

Abstract: Copolymers, obtainable by free-radical polymerization of cyclic ketene acetals with acrylic and/or vinyl monomers, which are in part ammonium-substituted, are included in a detergent composition or a post-treatment agent for enhancing the cleaning performance of the composition when washing textiles in it.