Returning to the original goal: preparing 40 minutes of Silk Road teaching materials for first-year middle school students. Rather than immediately hunting for a "more powerful AI," let's first identify which step is blocked.
Four Scenarios, Four Priority Actions
| What Was Observed | First Consider | Next Step |
|---|---|---|
| Lesson plan is for high school, scheduled for 60 minutes | Requirements not specified or not enforced | Supplement and verify audience, duration, and focus areas |
| Claims to use a textbook but provides a non-existent page number | Insufficient reference materials | Find the original source, delete or mark unverified citations |
| Has a PPT filename but no file exists | Missing capability or execution gap | Check file tools and actual invocation results |
| File opens but titles overlap | Finished product check was missed | Render and preview the page, then adjust specifically |
A single task may have multiple issues. Handling each one based on evidence is more effective than a blanket request to "make it better."
Connecting Concepts in Your Own Words
The current requirement is the Prompt; the available materials are the Context; the model processes information; the application organizes functions; the Agent can advance the task based on results; tools execute operations; Skill encapsulates reusable methods; MCP accesses services; workflow organizes steps; permissions define scope; Token measures processing volume; Memory may store information; hallucination alerts you to check unsupported content.
This is not a fixed technical assembly line. Simple tasks may not require all concepts; knowing what each one solves helps you decide when to use it.
Choosing the Next Step
If you want to continue improving expression, revisit prompts and course materials; if you're frequently repeating the same task, explore Skill in depth; if you need to query external information, explore MCP. Complete courses in specialized domains are reserved for future expansion—the foundational judgment skills can already be applied to notifications, meetings, study notes, and daily planning.
Related Concepts for This Section
- Artificial Intelligence (AI): Technologies that enable computers to perform tasks such as recognition, generation, and judgment; this site focuses on using them to assist with daily work.
- AI Application (AI App): The website or software you actually use, which combines models, interfaces, and available file and tool functionalities.
- Model: The core system trained to process inputs and generate outputs, typically invoked by applications.
For general definitions and technical sources, see the related concepts page. Verification date: 2026-09-09. The examples in this section are for teaching purposes and are optional checks for understanding; they do not limit continued reading.