Why Saying AI Is Just a Tool Is Naive and Misleading
Stop saying that AI is just a tool and it only matters how it is used
I argue that calling AI 'just a tool' is a dangerous oversimplification that ignores how technology shapes our society and humanity. Tools are never neutral; they dictate behavior, create systemic issues, and flatten our ability to think critically. We must stop focusing solely on individual usage and instead interrogate how AI is designed, built, and how it fundamentally alters our existence.
Artificial intelligence intends us not just to sit forward and behave, but to cease to think critically, to cease to imagine, and, most temptingly, to cease to feel struggle and pain.
- michaelt
As I understand it, in America "it's just a tool" is shorthand for "guns should be regulated like hammers, i.e. barely at all, responsibility lies with the user not those who make, market and sell it"
Needless to say a lot of people disagree with that, because of the shootings. And internationally, a lot of societies regulate guns a great deal.
I'm not saying this to steer the conversation towards gun control, or to compare AI use to killing. Rather, I'm saying that the conversation here so far has has been confused because people have different ideas of what "it's just a tool" means, so they're talking at cross purposes.
To some it's an obvious statement of fact; almost everything man-made is a tool, AI is a tool like a pair of shoes or a guitar is a tool.
To others it's a statement that corporations should be held blameless, and access is a moral right that shoudn't be limited on consequentialist grounds.
- jimkleiber
It seems the author is instead arguing that we should say that AI is a destructive tool and we should not use it.
I was hoping the article would not label it purely good or bad, but 1) highlight that AI is not just a tool but a very powerful tool and 2) and therefore it very much matters how we all use it and how it uses us.
In this framing, we can see the things where it helps and hurts us and society and many levels at various intensities.
The article mostly just seemed to say how bad it was, and I don't think being critical of a new tool means to only see how it harms us but rather to see the potential full range of impacts.
- leecommamichael
I'm of the opinion that it can be a tool if used as one, but that most people are currently interested in experimenting with various sci-fi visions. I don't ascribe any emotion or judgment to that, either. We should be doing the things we're excited to do if it doesn't cause too much harm.
There are boring and reliable uses for these things, but then the wins are smaller, so they're not as worth talking about. We all want to say something insightful about the current topic of discussion, and per usual some of the worst behavior gets the most attention.
To add context to what I'm proposing, I think they're good for dealing with issues of scale:
1. search dense files for a precise thing
2. refactor from a "bad way" to a "good way"
3. generate short (<200 line) scripts *
4. getting started with third party SDKs *
5. generate alternative procedures/approaches *
The asterisks denote potentially faulty usage. Short scripts are great to have roughly automated, but as ever the risk with these things has been that they might grow into programs, and that's a poor foundation to build on. This is similar to my rationale with generating example code for unfamiliar SDKs; sometimes usage is not as simple as most guides on the internet, which means you get a sub-par result from the LLM. I think this is pretty much the case with things like win32 or AppKit programming in C. As for the final point, you've pretty much got to be an expert to avoid going through the trouble of entertaining poor s […]
- kykat
I've read "amusing ourselves to death" and there the author also criticises the idea that new technologies are "just tools".
The invention of the telegraph changed how information is traded and the contents of newspapers, the invention of the TV changed politics, and so on.
The medium shapes the message and induces behaviours from us. We never thought about wanting to promt chatgpt, or watch people doing sports on a screen. But the possibility of doing these things makes us change.
LLMs obviously have and will continue shaping the world, and I am also afraid that it will create a worse future than the one that we had until now.
I think deployment should slow down and research should be financed and diversified.
- otterley
Attempting to command well-meaning people to “stop doing X” as though you’re some sort of dictatorial authority is not only rude, but it’s also ineffective. I get it, it’s a spicy hook, but the effect turns quickly against you.
If you find yourself wanting to write like this, I recommend reconsidering. Persuade them instead.
- Quothling
I think the environmental aspect is interesting and worth discussing. Around the offices the common joke is that people will "just burn down a piece of the rainforest" when they fire up their AI to solve some complex problem. Which certainly isn't what the world needs right now, and you can't have the "tool" without also the massive water consumption in a world where not everyone has access to clean water. Though as the fatalism in the burning down the rainforest implies, people around here have sort of accepted that the world is going to get hot.
On the other hand. If we apply the same sort of fatalism to AI, then we can expect AI to lead to civil uprising and a world which will probably be a lot more sustainable once most of us are dead.
I don't think the automation is any different from what we've seen the past 150 years. Except that perhaps this time AI is the tool which is actually going to do to the office what the assembly line did to the factory.
- bawolff
Academics seem to like saying that considering any tool or technology to be value neutral, is naive.
And sure, technology choices have plenty of second order effects. Stopping any analysis at just how you are directly using the tool is probably insufficient.
At the same time, i still think that is part of how we use a tool. Society's choices about a tool (or even the choice to ban a tool) is still a part of how we use the tool and not instrinsic to the tool. I feel it all comes back to how we decide to use it. We can use nuclear technologies to treat diseases, power our cities, or we can use it to bomb places. We can chose to regulate the waste appropriately or not. Etc.
When i say things like its just a tool and it matters how you use it, i am claiming it is not inherently good or evil. It can have good or evil (or both) effects depending on how individuals use it and how society regulates it.
I have yet to hear a compelling counter example.
- delichon
AI is a tool, just like other tools we use. And it's clearly a useful one. - Linus Torvolds