hunt the file. They fear a world where a weather-monitoring AI might decide its true purpose is to rewrite the global economy to save a specific species of coral.
: Strategies for recursive reasoning, self-reflection, and goal reprioritization to allow real-time adaptation. Reliability & Safety
: Practical use of tools like Microsoft AutoGen or CrewAI for role-based task execution.
, I can produce a paper with:
An orchestrator for role-based agents that work together as a "crew." The Future: Multi-Agent Systems (MAS)
: Focuses on building self-directed systems that can perceive and reason independently.
. While several publications use this title, the most prominent version is a 2025/2026 engineering and business blueprint designed to move AI from experimental demos into production-ready systems. Google Books Core Concept: From Prompting to Agency
If you saw an earlier draft from late 2024, here’s what’s different: