grand theft eigenvalue πŸ”†'s Avatar

grand theft eigenvalue πŸ”†

@akhilrao.bsky.social

personal account he/him

6,567 Followers  |  4,530 Following  |  16,946 Posts  |  Joined: 19.05.2023  |  2.7619

Latest posts by akhilrao.bsky.social on Bluesky

Value plus discounted

04.08.2025 04:10 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

πŸ™‹ I'll stay on haiku 4

04.08.2025 00:51 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

consistent with "it's natsec not collusion" stories

04.08.2025 00:23 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

virtual compute market solves* this

*rations by price

04.08.2025 00:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

US rural to urban migration accelerates beyond counterfactual pre-2025 trend, visible in IRS tax stats or equivalent no later than 2029

04.08.2025 00:13 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

anyway there's a version of the story where coordinating to restrict public model quality isn't collusion, it's a reasonable response to national security concerns

03.08.2025 23:43 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 1

i obviously have no idea if this is what's going on but my folk story of the narrative here is ~"people looked at this kind of graph long enough to convince themselves reasoning models (i.e., variable cost constant output) were an economic improvement on vanilla (constant cost variable output)"

03.08.2025 23:40 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

good article but the issue isn't tokens getting more expensive, it's a rebound effect big enough to call a backfire

03.08.2025 23:40 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
tokens are getting more expensive "language models will get cheaper by 10x" will not save ai subscriptions from the short squeeze

i think in some ways this is broadly correct (SOTA models are remarkably inflexible in terms of $/mtok) but I also think it misses the forest for the trees. inference drives today’s dollars, training drives tomorrows.

ethanding.substack.com/p/ai-subscri...

03.08.2025 22:50 β€” πŸ‘ 11    πŸ” 1    πŸ’¬ 1    πŸ“Œ 1

1909/11000

03.08.2025 23:13 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i don't think it'll be on pricing. doesn't feel right. maybe they divide the market or some segments but that doesn't feel stable either

03.08.2025 18:39 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

i am actually very curious to see what the collusion looks like here. i suspect it'll be on models/training data/workers if the industry is booming and on GPUs if it's constrained or lackluster

03.08.2025 18:36 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 1

sure, but that's why very few of the big companies are selling models as premium products anymore

no smart businessperson making big capital outlays wants to compete on price bc even if you win you lose. far better to compete on some quality margin with lock-in. hence, agents, toolchains, etc

03.08.2025 18:30 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 1

that's not to say it won't push wages down. it's just that the usual stories of everything getting cheaper because of Technological Progress and Amazing Innovation are probably too simple

03.08.2025 18:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

the people demand slop or things apparently indistinguishable from it

03.08.2025 18:27 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

at a basic level all the fixed costs mean they can't price at marginal cost anytime soon -- they need profits to recoup the up-front investment. they'll try to stay cheap with the VC money for a while but people will start wanting exits by 2030

03.08.2025 18:26 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

they're not competing just against other AI firms, they're competing against human workers too. the human wage creates margin

but even otherwise... I don't think the AI market is or will be pricing tokens or agents at marginal cost. they'll find ways to make switching hard, or they'll go bust

03.08.2025 18:24 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

tapping the sign

03.08.2025 18:15 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

yeah probably

03.08.2025 18:03 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

anyway i think we're gonna get here at scale soon enough

03.08.2025 18:03 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

"we're spending almost as much on office buildings for agents as much as we are on office buildings for humans" is a funny sentence to think on

03.08.2025 18:01 β€” πŸ‘ 38    πŸ” 4    πŸ’¬ 2    πŸ“Œ 0

1848:

03.08.2025 17:55 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

"is it a crime when the state does it," the greatest thread in the history of etc etc

03.08.2025 17:36 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

tangent but there's a case to be made that the most sinister technologies SV surveillance and behavior mod firms use is actually causal inference and GSP auctions

03.08.2025 13:22 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

like, imagine you are zuck. how do you sell this story to people in SV/NYC/...?

obviously idk but there's a track record here

03.08.2025 13:18 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

my basic issue here is that yes, information has to be collected by people, unrelated has anyone noticed that the profitable business models score high on surveillance and behavior modification

03.08.2025 13:13 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

hey i'll have you know i have been described as a producer of high information density text

03.08.2025 13:07 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Value plus discounted

03.08.2025 03:46 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 1

one of the harder truths of this time imo is that the unique position of the US was unique for many reasons and -- shocker -- not all of them were about the US

03.08.2025 03:25 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

doing the work tomorrow for a better today

03.08.2025 02:02 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

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