It’s done on device, for the most part.
Apple did explain the technology in a technical paper published on October 24, 2024, around the time that Enhanced Visual Search is believed to have debuted. A local machine-learning model analyzes photos to look for a “region of interest” that may depict a landmark. If the AI model finds a likely match, it calculates a vector embedding – an array of numbers – representing that portion of the image.
The device then uses homomorphic encryption to scramble the embedding in such a way that it can be run through carefully designed algorithms that produce an equally encrypted output. The goal here being that the encrypted data can be sent to a remote system to analyze without whoever is operating that system from knowing the contents of that data; they just have the ability to perform computations on it, the result of which remain encrypted. The input and output are end-to-end encrypted, and not decrypted during the mathematical operations, or so it’s claimed.
The dimension and precision of the embedding is adjusted to reduce the high computational demands for this homomorphic encryption (presumably at the cost of labeling accuracy) “to meet the latency and cost requirements of large-scale production services.” That is to say Apple wants to minimize its cloud compute cost and mobile device resource usage for this free feature.
That’s increasingly a not very nuanced or serious stance to hold given that actual journalists and columnists do publish on substack, especially those that are trying to break away from billionaire controlled “news sources” with owners that are actually interfering in editorial and reporting decisions. Do you remove all op-eds from your “news sources”? If not, you’re saying billionaire-controlled “news sources” are legitimate, but not independent journalists and columnists with actual bona fides, including having been part of establishment media or worked in government previously. The internet has destroyed journalism, seems wrong to tune out those who are trying to put it together again.
So, op-eds from main stream media are allowed, but journalists publishing their work through substack is not allowed. So, only the establishment is allowed to have their voices heard. Got it. Quite the hill to die on @jordanlund
I’ll learn it if you pay me $1 million/year
We didn’t want to get involved in Syria, but we literally couldn’t avoid it because the US created ISIS, a group that was born in the power vacuum left in the aftermath of the Iraq war.
Aim at the Kremlin
I think the problem is Mastodon makes it hard to find people to follow. I can’t even find mainstream media official accounts, let alone an actual celebrity. The discovery features need to be improved.
Meanwhile on BlueSky I instantly see every major news outlet in my main feed.
I don’t play this game. I buy my own unlocked phone and find prepaid cell service at a fraction of the cost.
It’s ugly af. Hope some designer can volunteer to set them straight.
That sounds reasonable. What you want to avoid is signing a contract that requires you to make a monthly payment for 1-2 years. If you move of just don’t like the gym it’s a pain in the ass to cancel. I’ve even seen some with hidden fees… like “surprise! we charge you an extra 50 bucks this month for some bogus reason that was buried in the fine print when you signed up.”
Pretty much stick to a non-corporate gym like YMCA. Or, find a place that will let you do month to month. There is absolutely no reason why gyms should be requiring a year long commitment. It’s not like they’re giving you some “subsidized” piece of hardware like a cellphone.
If a password manager stores passkeys, how is that much different than just using a password manager with passwords?
Isn’t it windows 11 that is making a ton of hardware irrelevant due to extremely high system requirements? This meme is missing the mark.
What the fuck!!! These people are insane.
Took me a minute to figure out that this wasn’t a plane hanging from the sky.
Throwback
Surprised they’re even still around after the CEO got arrested
Til the next drone arrives
There is no need for the internet to use remote start
What monitor is this?