- Require you to use it (hard to opt out due to network effects and/or competitive/survival pressure) AND
- Are overall negative for most of society (with some of the benefit accruing to the few who push it). There are people that benefit but arguably as a whole we are worse off.
These inventions have one thing in common; overall their impact is negative, but it is MORE negative for the people who don't use it and generally they only benefit an in-crowd of people if any (e.g. inventors). Social media for me on many scales is arguably an obvious example of this where the costs exceed the benefits often, nuclear weapons are another.
AI/ML Is Now Core Engineering From niche specialty to one of the largest and highest-paid SWE tracks in 2025
off button or not, money in the bank (pay special attention to highest-paid part… ;) )
That's the thing - taking a risky investment isn't free. If you choose wrong, then you're worse than if you did nothing at all. Think about that. Depending on what it is, there's lazy people sitting with their thumb up their ass who will outpace you.
Now, I'm not saying that AI is worthless and everyone building their business on AI is stupid. But I am saying it's a speculative investment, so treat it like that. Diversify, lower the blast radius. You don't want to be one of those suckers who bet it all on red.
“Google said in October that the Gemini app’s monthly active users swelled to 650 million from 350 million in March. AI Overviews, which uses generative AI to summarize answers to queries, has 2 billion monthly users.”
https://www.cnbc.com/2025/12/20/josh-woodward-google-gemini-...
I think that most of the people who react negatively to AI (myself included) aren't claiming that it's simply a useless slop machine that can't accomplish anything, but rather that its "success" in certain problem spaces is going to create problems for our society
It's pure cognitive dissonance.
"Wow, you're right, I use programs that make decisions and that means I can't be mad about companies who make LLMs."
Surely a 100% failure rate would change your strategy.
Not all of these things are equivalent.