GAGuillermo Ambrosioinblog.agenciamientos.org·Feb 16 · 10 min readFrom Prototype to Production: Choosing the Right RAG Architecture for Your BusinessEvery organization that has evaluated AI for their operations has encountered the same dilemma: the gap between a compelling demo and a system you can actually trust in production. The technology is accessible—vector databases, embedding models, and ...00
GAGuillermo Ambrosioinblog.agenciamientos.org·Feb 16 · 6 min readHerramientas de Código Abierto para el Sector SaludLa inteligencia artificial está transformando la medicina, pero muchas instituciones sanitarias, especialmente en mercados emergentes como Guatemala, enfrentan una barrera de entrada significativa. Los grandes proveedores ofrecen soluciones costosas,...00
GAGuillermo Ambrosioinblog.agenciamientos.org·Feb 12 · 9 min readEmergent Misalignment: When Aligned Agents Produce Collective FailureI. The Emergence Paradox What if individually safe AI agents become collectively problematic? This counter-intuitive question animates a growing body of research suggesting that alignment does not compose linearly. Individual LLM alignment—remarkable...00
GAGuillermo Ambrosioinblog.agenciamientos.org·Feb 12 · 9 min readSecurity as Homeostasis in Agent InfrastructureI. The Distributed Risk Problem When security researchers disclosed three critical CVEs against OpenClaw in late January 2026—CVE-2026-25157, CVE-2026-25253, and CVE-2026-25475—they revealed something beyond a single platform's vulnerability. They ex...00
GAGuillermo Ambrosioinblog.agenciamientos.org·Feb 12 · 9 min readFrom Chatbots to Agent WorkforcesThe Simultaneity Problem This week, while software markets shed $285 billion in value—partly on skepticism about "vibe coding" hype—two consequential AI companies released products that appear to point toward a shared underlying possibility. We might...00
