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Source:https://github.com/SoraKumo001/next-streaming

⬅️ Understanding Aggregate Trends for Apple Intelligence Using Differential Privacy
mattnewton 1 daysReload
I worked on a similar system at Google for gboard, the Google branded android keyboard that we called “federated analytics” - it worked with device-to-device communication and invertable bloom lookup tables. I’m still not super sure how the Apple system works after reading it, but I don’t see ant mention of using data structures like that, instead they are polling the devices themselves it seems? Does anyone else have more insight to the mechanics, because that seems super inefficient?

https://research.google/blog/improving-gboard-language-model...

jsenn 1 daysReload
> This approach works by randomly polling participating devices for whether they’ve seen a particular fragment, and devices respond anonymously with a noisy signal. By noisy, we mean that devices may provide the true signal of whether a fragment was seen or a randomly selected signal for an alternative fragment or no matches at all. By calibrating how often devices send randomly selected responses, we ensure that hundreds of people using the same term are needed before the word can be discoverable. As a result, Apple only sees commonly used prompts, cannot see the signal associated with any particular device, and does not recover any unique prompts. Furthermore, the signal Apple receives from the device is not associated with an IP address or any ID that could be linked to an Apple Account. This prevents Apple from being able to associate the signal to any particular device.

The way I read this, there's no discovery mechanism here, so Apple has to guess a priori which prompts will be popular. How do they know what queries to send?

airstrike 1 daysReload
> Improving Genmoji

I find it odd that they keep insisting on this to the point that it's the very first example. I'm willing to bet 90% of users don't use genmoji and the 10% who have used it on occasion mostly do it for the lulz at how bizarre the whole thing is.

It seems to me that they don't really have a vision for Apple Intelligence, or at least not a compelling one.

matt3210 1 daysReload
I don't want AI to be part of anything I do unless it's opt-in. When I want to use AI I'll go use AI I don't need or want it integrated into my other tools.

I especially dont want it nativly on my phone or macbook unless it's opt-in. the opt-out stuff is soooo frustrating.

1 daysReload