Term explanation
A multi-agent system is a setup in which several autonomous AI agents work together, each handling a specific part of a larger task. The agents can communicate, divide work, and combine their outputs to achieve goals that would be difficult for a single model. Typically, an orchestrator agent coordinates the workflow while specialist agents execute defined subtasks. In enterprise contexts, multi-agent systems allow complex workflows — such as researching a topic, drafting content, checking compliance, and distributing a presentation — to be fully automated.
The architecture behind LIZ AI is built on multi-agent principles: specialized agents handle data retrieval, content composition, brand compliance, and distribution — working in concert to deliver complete, production-ready presentations.
Learn more →A declamation speech describes the re-giving of an important speech that was originally delivered by someone else. It is usually performed with emotion and passion, aiming to re-create the impact of the original address. Declamation speeches are common in academic debate competitions, speech training courses, and public speaking programs where students study and recreate historical or literary speeches.
Learn moreHuman-in-the-loop (HITL) refers to a design pattern in AI systems where a human is involved at specific decision points to review, approve, or correct the AI's actions before they are executed. Rather than running fully autonomously, the system pauses at predefined checkpoints and waits for human confirmation — particularly for high-stakes or irreversible actions. HITL works alongside AI guardrails as a key governance principle in enterprise Agentic AI, balancing the efficiency of automation with accountability and human judgment.
Learn moreA hybrid event is an event that combines an in-person component with a simultaneous virtual component, allowing both on-site and remote participants to attend. The challenge of hybrid events is delivering a consistent, engaging experience for both audiences at the same time. Hybrid events require careful technical setup — including streaming infrastructure, engagement tools, and moderation — and have grown significantly as remote participation became standard in corporate and conference settings.
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