Progressive journeys from beginner to specialist.
WebAI learning starts with a question, consults a primary source, examines a demonstration and then asks what the evidence actually supports.
No live news collection or AI model connection is enabled in this preview.
Every dossier connects mechanisms, cases, limitations and original documents. Independent scientific review remains pending; original sources are provided for verification.
Move from passive acceptance of answers to evidence-led inquiry.
A lesson should distinguish sourced text, generated synthesis, simulation and an agent taking an action. The tool must not be presented as an authority: learners should find the original documents.
Present two conflicting answers on a course topic, then identify origins, dates and relevant passages. Fluent writing may be false, while awkward writing may contain accurate facts.
Apply WCAG to dynamic content and AI interactions.
An AI interface is still a Web interface. Alternative text, contrast, correctly labeled forms, visible focus and keyboard navigation matter whether a response is generated or not.
New replies should be discoverable without unexpected focus jumps. Loading, error and completion messages can use accessible status regions appropriate to the context.
Choose model architecture proportionate to tasks and devices.
Not every feature needs a large generative model. Conventional search, explicit rules and specialized models can solve many tasks with lower complexity and cost.
Compare quality, response time, energy, bandwidth, model size and actual costs. Parameter count alone does not summarize footprint or performance across devices.
Discover and evaluate content inclusion in AI answer interfaces.
Search engines use indexes and ranking systems; generative interfaces can build on them to select pages and compose a synthesis. Inclusion is not guaranteed even for indexed pages. Distinguish search, retrieval and drafting.
Preserve durable URLs, descriptive titles, heading hierarchy, textual information and internal links. Unique, reliable material is more useful than large volumes of mechanically rewritten pages. Established SEO guidance still matters.
Separate authorized instructions from untrusted retrieved Web content.
A retrieved page, search result or document can embed a hostile instruction targeting the assistant. The model may confuse external text with higher-trust instructions. The attack need not be obvious to a human reading the page.
Indirect injection becomes especially dangerous when a system can call tools or access private data. A page claiming to contain system instructions has no privilege merely because it was retrieved.