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submitted 20 hours ago* (last edited 10 hours ago) by CorrectAlias@piefed.blahaj.zone to c/selfhosted@lemmy.world

I currently have a secondary pool (with raidz2) that I was originally going to use for my important documents, such as storage for Paperless-ngx, as raidz offers corruption detection and repair. The pool is encrypted.

However, I'm concerned about rebuild times (it's a pool of 4 22TB drives). Is btrfs a better choice for this use case, or should I just go with raidz like I originally planned?

Edit: I should have mentioned that I already have 4-3-2 backups configured - I'm primarily interested in the "self-healing" aspect of ZFS so that I don't have to recover from backups unless necessary, and to resolve corruption on the fly without me having to notice that a file is corrupt.

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[-] Zeoic@lemmy.world 3 points 13 hours ago

It wasnt even LLMs until the public took the term and changed it lol. Unless you are calling every algorithim ever made AI these days, this isnt AI.

[-] Blue_Morpho@lemmy.world 1 points 13 hours ago

Chess programs were AI. Expert systems which were regular logic were AI. Lisp was an AI language. Chat bots were AI.

This is a bot which makes it a type of AI and it's really inaccurate.

[-] Zeoic@lemmy.world 1 points 10 hours ago

uhm, no? Literally none of that was considered AI. Even chatbots, people weren't calling them AI until LLMs came around and were stuck in them. Lisp is a language USED for AI research, that doesn't make it AI itself.

This bot is most definitely not even close to what people consider AI

[-] meltedcheese@c.im 1 points 3 hours ago

@Zeoic You are both correct. Chess was chosen as an early problem domain for work on first-order logic-based programming. That certainly was considered AI. People really interested in chess later abandoned logic programming in favor of brute-force, highly parallel special purpose hardware. That was not AI.

“Expert systems” (I hate that term) are application area of “Pattern-Directed Inference Systems” (PDIS). Rule-based systems are just one type of PDIS. For example, “Constraint Satisfaction” is another powerful AI technique often used in resource optimization and scheduling systems.

[-] Blue_Morpho@lemmy.world 1 points 4 hours ago

https://www.chessprogramming.org/Artificial_Intelligence

" the term 'artificial intelligence' was coined by John McCarthy in the proposal for the 1956 Dartmouth Conference [4] . In its beginning, Computer Chess was called the Drosophila of Artificial Intelligence. "

Expert Systems:

https://en.wikipedia.org/wiki/Expert_system "In artificial intelligence (AI), an expert system is a computer system emulating the decision-making ability of a human expert.[1] "

Chatbots in AI:

https://liacademy.co.uk/the-story-of-eliza-the-ai-that-fooled-the-world/

https://en.wikipedia.org/wiki/Eugene_Goostman

Lisp is a language USED for AI research, that doesn’t make it AI itself. "Lisp was an AI language."

I didn't say Lisp was AI. I said it was a language used for AI.

[-] meltedcheese@c.im 1 points 3 hours ago

@Blue_Morpho @selfhosted Thanks for posting this. Some interesting articles that I didn’t know about. The Wikipedia article on expert systems needs some work. Apart from editing, the content is fine but incomplete, and the citations are not the best. I may take a crack at contributing, or I might take a nap. The 80s-90s were my prime years as a developer of intelligent systems, including but not limited to knowledge based expert systems. One of the most successful AI tools I co-invented was SHINE, still in use today.

https://en.wikipedia.org/wiki/SHINE/_Expert/_System

this post was submitted on 25 May 2026
26 points (93.3% liked)

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