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Re:There's never been a better time to go into math (by: 3bl... by andyjohnson0 on Monday October 19, 2026 @02:25AM (#50149015)
> Why so negative? History has shown that a very potent tool can improved and changed industry entirely for the better.

AI isn't like any other historical tool or technology. Its qualitatively different. Flint axes or waterwheels or a plasma torches dont just suddenly appear everywhere, and then start getting rapidly (and likely recursively) better at the thing they do. While also mimicking innate human characteristics like complex language.

Its the rate of change.

Re:There's never been a better time to go into math (by: 3bl... by blix on Monday October 19, 2026 @04:22AM (#50149758)
AI, computers, electricity, steam power, basic tools, and even fire all enabled in a dramatically faster rates of change compared to the immediately preceding era. You could also argue all also mimic certain human (or more broadly, animal) characteristics. I don't see what is truly unique to AI here. I'm not sure AI is even qualitatively unique from the computer, just the technology taken to it's logical conclusion.
Re:There's never been a better time to go into math (by: 3bl... by everyday7732 on Monday October 19, 2026 @07:09AM (#50150922)
Fundamentally I don't think "tool" is the right word for whatever generative AI is. Tools are normally designed with intention for a specific purpose, but AI systems are trained or grown.

To use an analogy, you can use a goat as a lawnmower - it'll keep the grass down for you. You could maybe even train it so it keeps it a specific length, but it's a goat - there's always a chance it will jump the fence or headbutt you or something else. It's an animal, not a tool. You can use AI as a tool, but that doesn't make it a tool.

Yes AI is arguably still software, but we have never seen programs with anything close to this level of flexibility and adaptability in software.

As another analogy, there's nothing special about neurons- their characteristics are broadly known and researchers have been able to simulate small numbers of them in computer models. However, when you have enough of them in the right structure, complex behaviours are possible which are never exhibited at the lower levels. There's nothing majorly different between the neurons in brains of a chimp and a human, but the capabilities and meta-capabilities are wildly different.

I think we see a similar step-change with generative AI systems.

Re:There's never been a better time to go into math (by: 3bl... by oblio on Monday October 19, 2026 @04:53AM (#50150009)
> Flint axes or waterwheels or a plasma torches dont just suddenly appear everywhere, and then start getting rapidly (and likely recursively) better at the thing they do.

Trains. Building railroads made everything faster, including building faster trains, which facilitated making cars and trucks, which facilitated airplanes, etc.

Fairly sure that even today if you memory wipe all knowledge of trains and train building (including road trains, like in Australia) and vaporize all railroads, locomotives, rail wagons, train stations, etc, it would set us back 50 years.