AI Write & AI Match

Wisteria has two AI tools that draft flashcards for you, accessible from any module’s Flashcards tab.

Both insert into the deck as new cards you review, edit, accept, or discard.

AI Write

How it works

Click AI Write on the Flashcards tab. Wisteria sends Claude:

• The module’s source document text (if AI upload was used)
• The existing flashcards (for de-duplication)
• Your AI Training Profile (for voice and context)

Claude proposes 5–10 new cards based on what it thinks is missing or under-covered.

Reviewing the proposal

A preview panel slides in showing the proposed cards. Each has a checkbox (default checked). You can:

• Edit a card inline before accepting
• Uncheck cards you don’t want
• Select all / Deselect all at the top
• Discard the whole proposal
• Add selected to insert checked cards into the deck

Accepted cards become real cards. They’re identical to manually-authored cards — you can edit, reorder, or delete them later.

When AI Write won’t work

• No source document. If the module was created manually (not via AI upload), AI Write has nothing to read. It’ll prompt you to use AI Match instead.
• Very short source. If the source is one page or less, Claude has limited material to work from. Expect generic cards.
• Highly visual source. Diagrams, charts, screenshots — Claude can’t see images well. The cards will be based only on extracted text.

AI Match

How it works

Click ✨ Match Quiz (also on the Flashcards tab). This is the inverse of AI Write — instead of working backwards from the source document, it works backwards from the quiz.

Wisteria sends Claude:

• Every quiz question in the module
• The existing flashcards (for de-duplication)
• Your AI Training Profile

Claude proposes 5–10 cards specifically designed to teach the concepts the quiz tests. The intent: every quiz question should be answerable from the flashcards. AI Match fills the gaps.

When to use it

After writing the quiz. If the quiz has 10 questions but your deck only covers 7 of them, AI Match drafts cards for the other 3.

This is the inverse of the natural order. Most trainers write flashcards first, then quizzes. AI Match unlocks a backwards pattern: write the quiz first, then let the AI draft the lesson that teaches it. Useful when you have a clear sense of what learners need to be able to answer, but no source document.

Reviewing the proposal

Same UI as AI Write: a preview panel with checkboxes, edit-in-place, select-all/deselect-all, Discard / Add selected.

Common gotchas

”AI Write proposed the same card twice”

Rare, but happens. Uncheck the duplicate and accept the rest.

”The cards are generic / don’t match our voice”

Your AI Training Profile (especially tone and culture notes) needs more detail. Add specifics — terms of art, phrasing patterns, what to avoid. Re-run AI Write; it should reflect the new context.

”AI Match generated cards that already exist”

The de-dup check compares card content. If your existing cards are paraphrased rather than exact matches to what Claude proposes, you’ll see overlap. Uncheck the redundant ones.

”I want more than 10 cards”

Run AI Write or AI Match a second time. It’ll propose a different set on the next run (Claude is non-deterministic).

Cost

Each AI Write or AI Match call costs about a cent in Claude tokens. Included in your subscription.

Audit trail

Every card insertion via AI Write or AI Match is recorded in the audit log with the actor (you) and the source (ai_write or ai_match). Useful for compliance customers who need to know which content came from AI vs human authors.

What AI Write and AI Match don’t do

• They don’t auto-publish. Every proposed card is reviewed by you before insertion.
• They don’t replace your judgment. Generated cards are first drafts. Edit them.
• They don’t read images. Cards based on diagrams need manual authoring.
• They don’t write quizzes. That’s a different AI tool — see The 4 quiz question types.