Term explanation
Task decomposition is the process by which an AI agent breaks down a complex, high-level goal into a sequence of smaller, manageable subtasks. The agent identifies dependencies between steps, determines what tools or data each step requires, and decides which subtasks can run in parallel. Task decomposition is a fundamental capability of Agentic AI systems and is central to how an agent loop executes multi-step workflows reliably.
When LIZ AI receives a presentation request, it automatically decomposes the task: identifying which data to retrieve, which slides to create or update, which brand rules to apply, and in what order — then executes each step autonomously.
Learn more →In a learning context, virtual reality (VR) creates immersive, simulated environments in which learners can practice skills, explore scenarios, or experience situations that would be difficult, expensive, or dangerous to replicate in real life. VR training is used in industries such as healthcare, aviation, manufacturing, and emergency services. By placing learners inside a realistic environment, VR significantly increases engagement, retention, and the transfer of skills to real-world performance.
Learn moreGame-based learning (GBL) uses game mechanics — such as points, levels, challenges, and rewards — to deliver educational content in an engaging format. Games motivate learners through competition, narrative, and immediate feedback, making them particularly effective for skill practice and knowledge reinforcement. Game-based learning ranges from simple quiz games to complex simulations and serious games developed for specific professional training scenarios.
Learn moreAn autonomous agent is an AI system that independently pursues goals, makes decisions, and executes tasks over time — without requiring continuous human direction. What distinguishes an autonomous agent from a simple automation script is its ability to reason, adapt to new information, and handle unexpected situations. Autonomous agents track progress toward a goal across multiple steps and sessions, making them suitable for complex enterprise workflows such as automated reporting, content updates, and communication management.
Learn moreHorizontal communication flows between people at the same level within an organization — for example, between colleagues in the same department or team leaders across different departments. It facilitates coordination, knowledge sharing, and collaborative problem-solving without the need for information to travel up and down the hierarchy. Effective horizontal communication reduces bottlenecks, breaks down silos, and is essential for cross-functional project work and agile organizational structures.
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