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"dark magic" is the wrong term here because it's not magic dark or not, "black box" would be more apt
Also, I just wanted the paper documents to be digitized for easy carry on my phone, this biometric AI crap is going way too far
It's viewed as magic, and referred to in magical terms. But yes most neural nets/machine learning/vectored transforms are black boxes.
And yes, the paper documents being referenced by a direct scan/rfid hashed value or other similar digital document is still within the chain of custody.
I think my issue is I'm not in direct possession of my ID with a system like this. Too many times the image recognition has been wrong for me to trust something like this.
https://www.themarshallproject.org/2023/04/08/police-artificial-intelligence-facial-recognition-clearview-ai-social-media
https://www.scientificamerican.com/article/police-facial-recognition-technology-cant-tell-black-people-apart/
And these systems are too susceptible to abuse, which especially is a concern in the Emirates and similar governments
https://arstechnica.com/tech-policy/2024/06/cop-busted-for-unauthorized-use-of-clearview-ai-facial-recognition-resigns/