The issue is not just age verification but also device pinning.
I think the framework here is to have community driven age verifiers( i recall there is an EU effort for digital wallets which besides it's bad parts has some of these good parts) which can verify ages for people and link them to( local biometrically encrypted) devices for pinning. This would be privacy preserving. The only downside is a mandate for all devices have a built-in hardware biometric encryption like a finger/face print so phones can't be just(used) with these apps installed.
The verification part is a job that could be done by all the teachers and coaches and ofc parents. Any one verifying identities would be cryptographically nominated/revoked by a number of more senior members of the community. A prent always get the right to say ok for their kid ofc but so could teachers or legal guardians..
We(legally) need a mandate for smart devices to have local device only biometric verification. The law should be to have these apps follow device app store protocols.
> Surveys by Britain’s tech regulator, Ofcom, find that among children aged 10-12, over half use Snapchat, more than 60% TikTok and more than 70% WhatsApp. All three apps have a notional minimum age of 13.
I think getting the age thing correct is key to get parental classification to work properly(I think now platforms just ask for a birth date which is lame) e.g
> Surveys by Britain’s tech regulator, Ofcom, find that among children aged 10-12, over half use Snapchat, more than 60% TikTok and more than 70% WhatsApp. All three apps have a notional minimum age of 13: https://archive.ph/y3pQO
Once you get the classification correct — and AI cannot it do this — only via community ombudsman/age verifiers, in a privacy first way*, the app stores can easily tell the app devs what accounts are sensitive and filtering should be much more effective.
*Basically once your age is verified by a real human for your device(using device local encryption to verify biometrics) you are set. No kid should be able to bypass and install apps it on devices that their parents hand to them. There will always be black market devices with these apps, but there are ways of beating those to be very minimal by existing tech.
Why do you need any third parties whatsoever? Just have the parents do it. They configure a setting in the kid's device which the device uses to determine what content to display. All you need from the app/service is a rating for the content. No third parties should never have to know anything about the user, because the user's device knows that, and the device knows it because the parents do.
This all depends on fantasy tech and/or totalitarian control of tech.
Who verifies that the person verifying the child's age is actually authorised to do that? Who verifies that verification? And so on up. This needs a chain of trust that can only end up at government. And that chain of trust will then be open to being abused by shitty politicians.
What mechanism in (e.g) Linux is responsible for implementing this age verification so that it cannot be tampered with (or trivially overruled by a sudo call)? Which organisation is legally liable if that mechanism doesn't do its job? How can we stop someone from overwriting that mechanism with their own, in an open OS that is deliberately designed to allow anyone with root to change anything on it?
What you propose here is the death of open computing. And I personally believe that we would be much better off as a species if we kept open computing and just taught our kids how to handle social media better.
> What mechanism in (e.g) Linux is responsible for implementing this age verification so that it cannot be tampered with (or trivially overruled by a sudo call)? Which organisation is legally liable if that mechanism doesn't do its job? How can we stop someone from overwriting that mechanism with their own, in an open OS that is deliberately designed to allow anyone with root to change anything on it?
This one is easy. You just don't require all devices to do that. The parent isn't required to give the kid a general purpose computer. You don't need to prevent every device from running DOOM, only one device, and then parents who want to impose such restrictions get the kid one of those.
- The line between "general purpose computer" and "not that" is weird. Android is an implementation of Linux, after all. Probably the best example is a Steam Deck. It's just Arch Linux, you can get to a desktop on it no problem, and you get sudo access and can install whatever you like on it. Are you saying that Responsible Parents should not get their kids a Steam Deck?
- And that raises the point of how responsible are we making parents for technical decisions that they do not necessarily have the knowledge to implement? If a child works out how to circumvent the age restriction and look at boobies (or whatever) and an authority finds out, are the parents liable? Are they likely to be prosecuted? Isn't this just adding more burden and bureaucracy to the job of parenting?
> Are you saying that Responsible Parents should not get their kids a Steam Deck?
I'm saying Authoritarian Parents should not get their kids a Steam Deck. If the kid can run arbitrary code then they can get a VPN and access websites hosted in Eastern Europe and then any of this is moot because there is no law you can impose on Facebook to do anything about it.
> If a child works out how to circumvent the age restriction and look at boobies (or whatever) and an authority finds out, are the parents liable?
No, because the parents rather than the "authorities" (who TF is that anyway?) should be the ones in charge of the decision whether the kid can look at boobies to begin with.
The devices that offer a mode that blocks all unapproved content are presumably going to advertise it. If you buy something that doesn't say it has anything like that, and then it doesn't, that's the expected result. If you buy a device that says it does and then it doesn't, now you have a bone to pick with the OEM.
As long as we continue to value making money for shareholders above all else, such and possibly worst perversions will continue to happen. Capital has found all sorts of ways to make all sorts of questionable things addictive to sell.
I feel, and it's obvious to most that the only way a society can truly reform is by a shared consensus over their value system. This verdict could be thrown out by the appelette court(i feel it would be), so this is not the culmination of values resulting in what many hoped for.
It does not seem to me that this is a country where consensus on what, if anything, to put above capital will come about any time soon and with capital it's always been ask for forgiveness rather than permission.
The only time true justice that happens is when the harm becomes obvious being the shadow of a doubt(e.g. smoking) that even a monkey can tell it's time, game is up.
Perhaps if one day we can look into the brains of people with the clarity of glass and the precision of electrons and tell, will that time come when we all recognize how bad of an idea social media was.
> are they fairly uniformly similar with gains in one or a few areas, or is it noisier with a lower overall loss?
It seems like you want to know what median, 5-95 or 1-99 differences might be? I also wonder how the "residual" plot looks like... If there are too many residual data points for a scatter plot then a histogram might be useful to visualize the modes. I suspect that as loss decreases multiple modes should condense or altogether collapse into one.
Many times there is really no way of getting around some of the expert-human judgement complexity of the larger question of "How to get agents to build reliably".
One example I have been experimenting is using Learning Tests[1]. The idea is that when something new is introduced in the system the Agent must execute a high value test to teach itself how to use this piece of code. Because these should be high leverage i.e. they can really help any one understand the code base better, they should be exceptionally well chosen for AIs to use to iterate. But again this is just the expert-human judgement complexity shifted to identifying these for AI to learn from. In code bases that code Millions of LoC in new features in days, this would require careful work by the human.
I tried looking and couldn't find a proper price per token for the chat model. It claims to be free in some places. I did find these prices for the other services:
Text to Speech (Bulbul v3): ₹30 per 10K characters
Text to Speech (Bulbul v2): ₹15 per 10K characters
Sarvam Vision: Free per page
Speech to Text: ₹30 per hour
Speech to Text with Diarization: ₹45 per hour
Speech to Text & Translate: ₹30 per hour
Speech to Text, Translate & Diarization: ₹45 per hour
Sarvam Translate V1: ₹20 per 10K characters
Translate Mayura V1: ₹20 per 10K characters
Transliterate: ₹20 per 10K characters
Language Identification: ₹3.5 per 10K characters
One set of applications to build with subscription is to use the claude-go binary directly. Humanlayer/Codelayer projects on GitHub do this. Granted those are not ideal for building a subscription based business to use oathu tokens from Claude and OpenaAI. But you can build a business by building a development env and gating other features behind paywall or just offering enterprise service for certain features like vertical AI(redpanada) offerings knowledge workers, voice based interaction(there was a YC startup here the other day doing this I think), structured outputs and workflows. There is lots to build on.
I have my homenas set up with Node Proxy Manager container forwarding requests to different docker machines:ports e.g. I have some TTS/STT/LLM services locally hosted. To increase bandwidth to internet facing nodes, would you use this or some other simpler solution?
I assume so; I use the same thing with my Unraid box and then create the DNS entries in the unifi panel so I get jellyfin.lan, minecraft.lan, etc inside the house.
I think the framework here is to have community driven age verifiers( i recall there is an EU effort for digital wallets which besides it's bad parts has some of these good parts) which can verify ages for people and link them to( local biometrically encrypted) devices for pinning. This would be privacy preserving. The only downside is a mandate for all devices have a built-in hardware biometric encryption like a finger/face print so phones can't be just(used) with these apps installed.
The verification part is a job that could be done by all the teachers and coaches and ofc parents. Any one verifying identities would be cryptographically nominated/revoked by a number of more senior members of the community. A prent always get the right to say ok for their kid ofc but so could teachers or legal guardians..
We(legally) need a mandate for smart devices to have local device only biometric verification. The law should be to have these apps follow device app store protocols.
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