I’d be curious to see the breakdown on spending by use case. I’ve heard it said that the majority of tokenmaxing comes from none technical uses like reading PDFs, creating PowerPoints, generating graphics/images… ect. But I’ve never heard any actual proof to that.
Not surprising. It seems that the comment section of every coding agent thread has at least one person mentioning they use "tokenmaxxing" to increase their token usage because it was brought up during their quarterly review, at a standup, or some other communique from on high.
Just wonder what happens when more and more companies introduce similar restrictions. Will that lead to devaluations of the LLM companies?
Within a few weeks of telling people at our company that if they don’t use AI they will be replaced by someone who does, they just announced that their allocation with ChatGPT has reset and are now panicking as they blew through their million token allocation for this month in under six hours - you can’t make this shit up.
And I still can't exhaust the limits on my Claude Max subscription, despite being more productive than I've ever been in terms of real work (ie, things that actually make money)
Ok I’ll ask since nobody else has — are they not giving their devs a Claude code max or Codex Pro subscription? If so, why is token cost approaching billions? And if not, why not?
I have never worked there and I am likely very unqualified to ever work there and Zuck has more money than I could dream of so take my comment with that in mind.
Meta sounds like a cluster-F of a place to work. Massive reorgs around wild ideas like the metaverse and everything Ai all the time. Employees terrified of being fired. Incentivizing token spending and then cutting it off. While the overall company may be fine, the dev department sounds rudderless and absolutely miserable.
It's stories like this that really dispell the genius/merit theory of successful business. The best you can say about Zuck is he didn't prevent Facebook from becoming huge.
Judging from the decisions and outputs of the last decade or so, the leadership at Meta, including Mark Zuckerberg, have got to be among the most incompetent I have ever seen. They go all in on the worst decisions; not just the worst in hindsight, but also the worst at the time. The only thing keeping them afloat is their monopoly from past purchases. They are a posterchild for why the US is no longer a properly capitalist nation.
employees consumed 73.7 trillion tokens in roughly 30 days
, a figure tracked on an internal leaderboard called "Claudeonomics" — a reference to Anthropic's Claude, one of the third-party AI tools widely used inside the company [2]. The leaderboard, which ranked employees and teams by token consumption, inadvertently incentivized usage volume over productive output.
Meta plans to dismantle the leaderboard and replace it with a centralized monitoring platform called "AI Gateway," which will track usage and spending across teams in real time [2]."
This seems to be an interesting upcoming business, that is:
Helping companies centralize and track their AI usage by employee.
The most interesting number is missing here, and that is the token distribution by use case. If 60-70% was eaten up by PDFs, agents and automation instead of people actually sitting in Claude Code, then it is a completely different story
29 comments
[ 1.7 ms ] story [ 37.1 ms ] threadWho could possibly have predicted that happening?
Just wonder what happens when more and more companies introduce similar restrictions. Will that lead to devaluations of the LLM companies?
I could believe it, but I'd want to see something a little more concrete.
Meta sounds like a cluster-F of a place to work. Massive reorgs around wild ideas like the metaverse and everything Ai all the time. Employees terrified of being fired. Incentivizing token spending and then cutting it off. While the overall company may be fine, the dev department sounds rudderless and absolutely miserable.
Doesn't the legend go Zuck didn't even see the big picture until Sean Parker spelled it out for him?
Various discussions:
Meta’s chaotic AI strategy
https://news.ycombinator.com/item?id=48523271
Companies rein in AI usage as costs strain budgets
https://news.ycombinator.com/item?id=48602571
Meta CTO Andrew Bosworth Admits the Company's AI Reorg Was 'Atrocious'
https://news.ycombinator.com/item?id=48548461
Tokenmaxxing is dead, long live tokenmaxxing
https://news.ycombinator.com/item?id=48708795
The article is “by MLQ Agent.”
employees consumed 73.7 trillion tokens in roughly 30 days
, a figure tracked on an internal leaderboard called "Claudeonomics" — a reference to Anthropic's Claude, one of the third-party AI tools widely used inside the company [2]. The leaderboard, which ranked employees and teams by token consumption, inadvertently incentivized usage volume over productive output.
Meta plans to dismantle the leaderboard and replace it with a centralized monitoring platform called "AI Gateway," which will track usage and spending across teams in real time [2]."
This seems to be an interesting upcoming business, that is:
Helping companies centralize and track their AI usage by employee.
Anyway, great article!
"Now he tells me!"
bonk