Well yeah exactly why I said "the same risk". ideally it's going to be in the same systems... and assuming no one is stupid enough (or the laws don't let them) attach it to the publicly accessible forms of existing AIs It's not a new additional risk, just the same one. (though those assumptions are largely there own risks.

theoretically software support This. And it's not only due to drivers and much more due to them not having insourced software development and their outsourced developers not using Fairphones as their daily drivers.

Gemini is just a web replacement protocol. With basic things we remember from olden days Web, but with everything non-essential removed, for a client to be doable in a couple of days. I have my own Gemini viewer, LOL. This for me seems a completely different application from torrents. I was dreaming for a thing similar to torrent trackers for aggregating storage and computation and indexing and search, with search and aggregation and other services' responses being structured and standardized, and cryptographic identities, and some kind of market services to sell and buy storage and computation in unified and pooled, but transparent way (scripted by buyer\seller), similar to MMORPG markets, with the representation (what is a siloed service in modern web) being on the client native application, and those services allowing to build any kind of client-server huge system on them, that being global. But that's more of a global Facebook\Usenet\whatever, a killer of platforms. Their infrastructure is internal, while their representation is public on the Internet. I want to make infrastructure public on the Internet, and representation client-side, sharing it for many kinds of applications. Adding another layer to the OSI model, so to say, between transport and application layer. For this application: I think you could have some kind of Kademlia-based p2p with groups voluntarily joined (involving very huge groups) where nodes store replicas of partitions of group common data based on their pseudo-random identifiers and/or some kind of ring built from those identifiers, to balance storage and resilience. If a group has a creator, then you can have replication factor propagated signed by them, and membership too signed by them. But if having a creator (even with cryptographically delegated decisions) and propagating changes by them is not ok, then maybe just using whole data hash, or it's bittorrent-like info tree hash, as namespace with peers freely joining it can do. Then it may be better to partition not by parts of the whole piece, but by info tree? I guess making it exactly bittorrent-like is not a good idea, rather some kind of block tree, like for a filesystem, and a separate piece of information to lookup which file is in which blocks. If we are doing directory structure. Then, with freely joining it, there's no need in any owners or replication factors, I guess just pseudorandom distribution of hashes will do, and each node storing first partitions closest to its hash. Now thinking about it, such a system would be not that different from bittorrent and can even be interoperable with it. There's the issue of updates, yes, hence I've started with groups having hierarchy of creators, who can make or accept those updates. Having that and the ability to gradually store one group's data to another group, it should be possible to do forks of a certain state. But that line of thought makes reusing bittorrent only possible for part of the system. The whole database is guaranteed to be more than a normal HDD (1 TB? I dunno). Absolutely guaranteed, no doubt at all. 1 TB (for example) would be someone's collection of favorite stuff, and not too rich one.

AI is so far from being the main problem with our current US educational system that I'm not sure why we bother to talk about it. Until we can produce students who meet minimum standards for literacy and critical thinking, AI is a sideshow.

I've made some updates. There are many perspectives to view a guide like this. I hope there are some improvements to the self-hosting perspective. https://getoffpocket.com/

Active ISA would be a disaster. My fairly modern car is unable to reliably detect posted or implied speed limits. Sometimes it overshoots by more than double and sometimes it mandates more than 3/4 slower. The problem is the way it is and will have to be done is by means of optical detection. GPS speed measurement can also be surprisingly unreliable. Especially in underground settings like long pass-unders and tunnels. If the system would be based on something reliable like local wireless communications between speed limit postings it would be a different issue - would also come with a significant risc of abuse though. Also the passive ISA was the first thing I disabled. And I abide by posted speed limits.

Consider the possibility that you don't need to be doing anything wrong besides existing to be persecuted by a fascist regime.

IMO stuff like that is why a good trainer is important. IMO it's stronger evidence that proper user-centered design should be done and a usable and intuitive UX and set of APIs developed. But because the buyer of this heap of shit is some C-level, there is no incentive to actually make it usable for the unfortunate peons who are forced to interact with it. See also SFDC and every ERP solution in existence.