What I read on social media about people and these resets gives off literal worst kind of addiction vibes. I've literally seen people talking about "Oh I had an existential crisis without Fable/GPT-5.6"

These people legitimately need help, or alternatively a social life.

Maybe its different on my end because I just use a sub outside of work for fun stuff. At work its not my money so I don't really care. I go to work, maybe use these subs at home every once in a while for a fun personal project and if I hit the limits (I rarely even do) I play video games or hang out with my wife/family.

People are borderline tying their identities to these models it seems, and yet most people aren't even building anything interesting.

Combined with the fact that China's also catching up with its open source AI (no i dont want to debate whether or not it actually is or if china is 'safe'; particularly not with anyone from the USA as i am canadian) and also everyone protesting against the giant data centres AND the UK giving up on digital IDs?

yeah. they're trying to get people hooked again.

1. The end of unlimited token subsidization and a new status quo of metered usage limits.

2. Adding to the above, self-initiated usage limit resets give you some control and again help lessen the sting of the end of subsidization.

Right now though, I think Anthropic and OpenAI are in open MAU war ahead of their respective IPOs and that might be a bigger factor.

1. They have left over capacity that will go unused otherwise. Most users have hit their limits before the end of the week. Might as well get some use out of the servers.

2. A backend change made migrating usage tracking hard, inaccurate, or impossible.

3. A usage tracking issue meant the usage wasn’t accurate anyway and they needed a reset to save face / avoid contract breach.

The addiction or marketing strategy seems too clever. Why explain something with cleverness that can be explained by laziness or stupidity.

I think the main problem is the usage limits. You would never feel like you are saving money by watching movies on Netflix. If they didn't have limits, many might find themselves using agents less actually.

we (industry) have reached the point where questions about productivity gain, use-cost analysis and similar get asked increasingly more often

by resetting tokens they are silently decreasing the cost and increasing the use (hit limit ==usefulness stops until end of period) they are effectively fudging any "simple" internal company studies in their favor leading to a potentially pretty bad surprise if this isn't noticed by the assessing personal

An alternative is that they bought to many GPU resources in relationship to actual demand and they still need to show that they are "highly used".

Either its is appreciated for anyone benefiting from it but fishy as which company which doesn't do something fishy gives out rabbats to already paying users without turning it into a advertisement/PR benefit???

I cannot fathom the idea that one is warping their work on a given engineering problem around the availability of a magic next token predictor box.

WHen it doesn't turn out that way, it opens up options.

At the same time if other model providers were anticipating Anthropic or someone else to have problems at launch, and were waiting in the wings with their own models to launch competitively, it sets off a capacity release competition.

One might lower prices, one might give it away, or just make it available, and then there are users on other platforms with limits, or free until a certain day, etc.

Hurray market competition and what capitalism was meant to be. Go above in providing a service or the customer leaves.

Why can't people see the alternative hypothesis, inference has huuuuuge margins?

He's eagerly awaiting his next hit of dopamine from his favorite model. He's setting timers to be ready for when his next hit comes available. He's spinning up unnecessary queries just to start the timer ticking on new models.

You could basically write the same article about some guy who sits in a casino all day eagerly awaiting double-your-winnings bonuses or similar.

edit: Ok, I have been reflecting for a bit. This article really irked me and I realize now it's because I see a lot of a former version of myself in it.

Anyhow, to the author, I implore you to take a step back and look at what your mind is doing. Humans love prediction, and we love optimization, I get it. But, you're effectively rewriting history, and holding yourself to an impossible standard of perfectly optimizing past decisions with future information. As a result, you're sucking the joy out of pursuit that you seem to love.

I know it's easier said than done to not have your mind work against you like this. But, I think you might benefit from taking a step back and asking what your actual goals are in the work you're doing, and what sufficient value to justify the $100/mo subscription looks like in terms of output or work. Playing the token consumption optimization game is a losing battle that has turned a free gift into a source of angst.