What is it?
Preference Learning is an opt-in, per-user feature that stores small fragments of a user’s review interactions to personalize future review suggestions. Data is not used to train models across customers — it’s stored only to personalize that individual user’s experience.
Step-by-Step Instructions
1. Open the Settings Menu next to Assistant, and toggle "Preference Learning" on. Users can delete their stored memories/preferences from the same Settings area at any time. Deleting removes previously stored fragments.
2. You can then run a Review with this feature running
3. Alternatively, the first time you run a review without the feature, a card will appear at the top of the Reviews list to Enable or Dismiss — this explains the feature and links to Settings.
4. Smart Suggestions are generated by comparing previously accepted review text to target paragraphs in new review suggestions — matches can be surfaced as “smart suggestions.”
FAQs
Q: Is my data used to train models shared across customers?
A: No. Data is used only to personalize the individual user’s experience.
Q: Can I opt out later?
A: Yes — toggle the feature off in Settings. No new data will be stored after it’s off.
Q: Can I remove previously stored preferences?
A: Yes — you can delete stored memories/preferences from Settings at any time.
Q: How long is the data stored?
A: Fragments are retained for 1 year after generation.
Q: What prevents collection?
A: Either the user turning the feature off or by informing the Spellbook Success Team at success@spellbook.legal
For any additional questions about how to use Spellbook, please contact success@spellbook.legal
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