Add managed content and keyboard usage insights
Introduce versioned official content workflows and privacy-safe keyboard analytics, while preventing repeat DeviceCheck sign-ins from incorrectly restricting eligible accounts.
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@@ -69,6 +69,51 @@ Managed client success events are excluded from this total.
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`successful AI requests / distinct value-active users` for the selected period.
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## Keyboard input usage
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Keyboard input metrics use finalized UTC-day summaries produced on-device.
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They describe manually committed OSGKeyboard text only and are independent
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from AI value events, billing and referral qualification.
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### Keyboard input active users
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Distinct account identities, falling back to pseudonymous installations, with
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at least one accepted keyboard usage summary in the selected UTC-date window.
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### Activation-to-input conversion
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Keyboard input active users divided by distinct identities with either a
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`KEYBOARD_ACTIVATED` event or an accepted keyboard usage summary in the same
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UTC-date window. Including summary-only identities prevents missing activation
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telemetry from producing rates above 100%.
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### Chinese, English and bilingual active users
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- Chinese active: at least one committed Han-script character.
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- English active: at least one committed Latin letter.
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- Bilingual active: both Chinese and English counts are non-zero.
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These populations overlap and must not be summed.
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### Character volume and language share
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Character volume is the sum of client-classified Chinese, English and other
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committed characters. Chinese and English share use only classified language
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characters as the denominator:
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- Chinese share: `Chinese / (Chinese + English)`.
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- English share: `English / (Chinese + English)`.
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Both shares are unavailable when the denominator is zero. Other characters
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remain visible in total volume but do not dilute the language split.
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### Input sessions
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An input session is a keyboard activation containing at least one manually
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committed character. Chinese-only, English-only, mixed-language and other-only
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session counts form a complete partition. Average characters per input session
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is `total committed characters / input sessions`.
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## Retention
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The cohort date is the UTC date of a user's first successful AI feature.
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