State and Memory is All You Need for Robust and Reliable AI Agents. - Matthew Muhoberac; Atharva Parikh; Nirvi Vakharia; Saniya Virani; Aco Radujevic; Savannah Wood; Meghav Verma; Dimitrios Metaxotos; Jeyaraman Soundararajan; Thierry Masquelin; Alexander G. Godfrey; Sean Gardner; et al. (CoRR, 2025)