keywords are a start but not enough imo - consider a concept subscription such as "any of my political representatives making statements about firearm control"
Lots of bashing here so I feel compelled to say my piece that GoPros, despite their flaws, are still the best action camera in the market for many people, including me. They have a powerful set of customizations simple not possible on the their competitors via the Labs firmware. Not that DJI couldn't do that if they wanted to, but to this day, they don't.
This is going to happen, but it's too expensive for your LLM to do the scanning, and instead someone needs to build and maintain the index while allowing other people to subscribe to concepts. The problem is no one has sorted out the embedding space this all lives in.
I disagree, their findings should generalize to the frontier. Even if the latest can deal with the extra complexity, it stands to reason it will take more tokens to do less. This could be a useful insight into the next generation of evals.
I think you can do it without any biometrics at all, although using it as a second factor could make it smoother.
I'd propose the primary factor is social - when a child is born there is a recorded attestation from the family and care providers about the minting of a new soul. When keys are compromised you similarly seek attestations from your social network (or social worker) that you need to furnish a new key.
The network could be attacked by literal force, blackmail, or deception, but it's very expensive compared the defense (strong legal punishment for attempts to subvert the network)
That last part is why I think the state has to do it, not technologists. There has to be a strong legal and cultural immune system in place to defend the network.
I think it would make the web MORE anonymous, not less!
The reason it's hard to boot up a secure social network (such as Signal) is the handshake for (re)identifying people. Signal makes a ton of conceits here (the UX essentially asks people to assume phone numbers are securely held) in the name of low friction and it's why they grew so fast. The "real" secure social networks are essentially too difficult to get real adoption because they don't make these conceits around phone numbers, and demand real key exchanges.
But if you had a L1 set of private and public keys the government works to maintain and defend, the L2 social networks like Signal (or banks, or markets, whatever) can do this cheap and easily.
First I'll say the government already has an ID system with a backdoor they mandate you use (your federal social security ID and state ID). The backdoor isn't very interesting because anyone with your ID in hand also has it.
So how about this:
1. State assigns citizens an ID at birth
2. State allows citizens to submit a public key along with their ID at any time
3. Citizens can go to their bank / private social network / whatever and say "this is my public key, you can use it to sign messages to me, and you can verify someone a) alive and b) a citizen of $state is reading it (from here you can bootstrap whatever protocol you want)
4. The state<>citizen network established in (2) is constantly under attack as stealing someones private key valuable so you also need a legal and technical framework to defend it
The protocol for submitting private keys and defending it from attack is a much longer post, I'm convinced there are ways to do it that drastically favor defense over offense, but that's not the point here.
Our question is can a government force it's way into the protocol you bootstrapped on top
How would they?
1. They could reset your public key to one they control the secret to, and then impersonate you digitally to break into your bank or social network. However I don't think they could do this secretly (the key update would necessarily be publically visible), so it's not really a back door. They can already do this with a search warrant. And if you're paranoid you can bootstrap your secondary cryptographic networks with multiple factors. So, this is on net more secure for you.
2. They could try to recover your secret key by force or warrant - but again not a back door.
I think the real concern isn't backdooring it's blacklisting, if this system becomes the L1 for every L2 crytographic interaction, they can practically remove your ability to freely transact. But that's a political problem you address with political means, I'm convinced from a technical perspective this is more secure and far cheaper for everyone.
It's so obvious to me states need to create a soul bound identity system, replace social security numbers with it, and then let everyone else use cryptography on top of that (which is now cheap when you don't care about sybil attacks) to do private stuff.
Everytime I've asked a model to write it's Agents/Claude file it's been pretty bad actually, are you sure writing these files is actually in distribution right now?
Yeah one reason I think the government has to offer this is usability. While you can imagine a purely p2p protocol between cypherpunks, for everyone else there needs to be a way to social workers, DMV staff, etc can deal with edge cases (such as your id being stolen and needing a reset). Furthermore it helps if it's super illegal to tamper with this network (consider how rare check fraud is, despite being easy).
Sorry the term of art is really soulbound identity right now, I use POS but it's less common. Definitions vary but I say a useful system must allow people to endorse statements with evidence they are a) alive b) not able to be represented by more than one identity (id is linked to your entire soul, not a persona or facet of your being) c) a kind of socially recognized person (human in the expected case)
and then layer on citizenship on top if you want to use this for polling, voting, etc.
We really need proof of soul systems to exist, extended to also have a proof of citizenship. While the proof of soul systems can plausible be done in a decentralized manner, proof of citizenship is much harder, and in my opinion this is one of (the few) things the government should really do.
In pursuit of a low battery foot print and low memory foot print the "wake up word" technology is really just a trained ML classifier running locally to identify a specific 3+ syllable phrase. They don't start sending everything to the mothership until after that gate is passed.