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I think that this is a really crazy time. I have difficulty commenting, as there are intense privacy concerns, and I don't want to offend anyone.

AI Camera. AI is bad enough, give it peeping Tom status, and you've got a problem: Paparazzi land

Thats a very long bow to draw there mate.
 
Graphical User Interfaces are more 'normal' form of interaction than using a computer purely with a command line. It is immaterial whether the system is sentient or not. The relevant factor is whether it is easier to use. If folks don't have to put tons of active thought into how they are talking to the system will be much easier to use. And normal is a good thing. Maximal abnormal is how you make systems harder to use.
In the very next sentence I set the context of my concerns (specifically, impacts on privacy during human-human conversations) regarding these types of devices. I don’t see how anything you stated here is relevant to that.

What does this have to do with a camera being in the AirPod? The ability to listen in and record conversations is built into all bluetooth headsets that have a microphone attached to them. That is already 'out there'. Same thing with the smartphone with microphones in folks pockets nearby .

Not sure where your are but in USA generally you have to have a reasonable expectation of privacy. A crowded mall , subway car, football stadium is not a context where 'reasonable' secluded privacy. You can hope that folks will be kind and not pay attention, but expectation? No.
You are conflating deliberate recording with my actual concern, which is that regardless of the wearer’s intention to record, the device is watching and listening on behalf of whatever back end supports it, and that was not consented to by others interacting with the wearer. Using your examples, you are correct that if someone is intent on recording a conversation in a public setting, they will, but again, that is a deliberate act. That possibility in no way means we should be fine with every type of intrusion technology may facilitate, now or in the future.

What it doesn't know it won't conclude on. A large extent will be because it doesn't know what some elements are. It is a recognizer which will recognize things that it is trained to resolve.

The part that is more relevant is whether or how deeply it starts to engage in "Phone a friend" to when it does not know.

"...

Other Visual Intelligence Capabilities​

‌Visual Intelligence‌ has a long list of things it can be used for, and these options have been available in earlier versions of iOS.

  • Identify plants, animals, insects, landmarks, art, sculptures, books, and more.
  • Add items to your calendar from a piece of paper like an event poster or flyer.
  • Use Google Image Search to find similar images.
  • Search Etsy, Amazon, Anthropologie, and other apps for an item that you capture with the camera.
  • Provide details about a business in front of you, like hours of operation.
  • Translate, summarize, and read text aloud.
..."

Blinding sending the photo off to 3rd parties user may or may not be aware of would be bad.

If Apple is using this as a perception system ( 'eyes for Siri' ) then there is zero need for the images to be persistent or shared with 3rd parties (who have their own rules). The normal mode for Apple Visual Intelligence is that the photo is put into Photos collection and then go find out what it is. This system really doesn't need to work that way if it part of the perspection sharing between you and Siri at a moment in time. All that needs to be records is what (the context) of what were discussing not the RAW image.
You are just making assumptions about how it all works, or will work in the future. Might as well just say ”trust me, bro…”

One reason Apple is 'behind' in the AI mega model race is that is decidedly not the road they took. There are several folks (including Apple) trying to do more with 'less'. The objective is not to build. the largest possible , all knowing, all seeing model. It is to build a model that is useful for a specific purpose. The more specific there is less requirments that is be as large as possible. That is partially because entities like OpenAI, Anthropic can't pull huge valuations unless they are sucking money out of more peoples pockets. One path to that is make folks pay to rent time in their huge datacenters (they may or may not own).


The last 40 years of personal computing has shown that more 'horsepower' has come to smaller devices over time. To read a book title and author off an image doesn't not take a 1 trillion parameter LLM model. OCR was being done years ago on much less capable hardware. Visual inferencing was being over a decade ago on less capable hardware.
None of which counters my original statement. At any given time, there will be millions of devices in use out there that have been rendered “inadequate” for full on-device processing by a model update along the line and will therefore no longer be doing strictly on-device processing even if they were originally sold under that premise. So the “it’s doing it on-device” argument is not valid.

if do zero homework then lacking knowledge comes that process, not from what is knowable.
Apple has talked about what Private Cloud Compute does.

Some data is sent to be inferenced on and then the whole interium dataset is erased.

If Apple optionally punts to the web and/or 3rd parties when Siri doesn't 'know' that would be bad. If they allow Siri to say "I don't know and just stop" then can probably be relatively certain that it didn't go anywhere ( if don't see a snapshot in photos or in the Siri history log. For the latter, Logging the picture as opposed to the metadata would be relatively dumb. Even more so if didn't know what it was. )
More conjecture. And in any case, even if it turns out to be factually correct for your purposes, the situation remains that it may be well and good for you as the wearer, but the person you are speaking with face-to-face did not consent to any of it.

Again there is nothing material about the camera aspect here. Airpods with a microphone and the privacy of a verbal conversation are nothing new. If you don't trust the person at all what is to stop them from revealing your conversation to someone with without using a recording device?
You have it backwards from my perspective. If someone I would otherwise not have reason to distrust has no regard for their own privacy and wears a device like this, what hope do I have that they would have any regard for my privacy? And once again, you are conflating intentional recording (existing cameras, microphones) with my concern.
 
In the very next sentence I set the context of my concerns (specifically, impacts on privacy during human-human conversations) regarding these types of devices. I don’t see how anything you stated here is relevant to that.

I need to know what type of conversations Mr Ed is having. Now I'm intrigued.
 
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Apple may use the new AirPods cameras to improve head tracking for Spatial Audio by detecting physical screens while watching content:

 
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