The final thing is that

[hasan018542]

So if you're going to build a search engine, you probably also want to be able to personalize results. Private personalization How are Apple going to do that especially considering that they position themselves as the sort of privacy-centric tech company? So first thing, quickly consider the difference between Google Photos and Apple Photos. On Google Photos, they will do machine learning of all of your photos on their servers in the cloud, allowing you to say, "Oh, show me my photos of animals," for example.


You can also do "show me my photos of animals" with Apple Photos, but all uk mobile phone database of the machine learning happens on your device. It shows the two different paradigms. So when you do a search, Google will serve you some personalized search results based on your history or whatever it might be, but it's all happening in the cloud. What I think Apple will do is serve you a list of potential results from their web index, and then User A and User B would see a different subset of those chosen by their phone using the machine learning on the device, which understands your preferences, your history, what apps you've got installed, etc.


, in terms of personalization, Apple have a potential advantage here too because with the federated search approach, Apple can do what I call fully authenticated personalization. If you do a recipe search for a schnitzel recipe on Google, you'll get some personalized results, but it will be from the web index. If you do a schnitzel recipe search on your device, this federated search approach will allow Apple to look into your "private" databases.