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why?

Why should we stop anthropomorphizing the text generation algorithm? Because it leads to psychosis and to making hyperbolic, dangerously wrong statements like “pray they don't want to kill us.”

how are humans autonomous by this definition then? did you ever do anything before you were born?

You are conflating creation and instruction. Your birth is analogous to the creation of an LLM model. Your subsequent actions are a consequent of your bodily compulsions, tampered by your environment. The LLMs actions are governed by what it is trained to perform. No one has full autonomy of their lives, but I would argue that LLMs have none at all.

> You are conflating

"It doesn’t even exist until you ask it to do something", not my words


We are autonomous because we have free will to choose our actions, and we may choose to do so at any time between our birth and death.

If you don’t believe in free will then nothing is autonomous.


Autonomous just means that a system is self-controlled rather than externally controlled. It is the name used for robots when they are wholly controlled by on-board software rather than external commands or remote control.

Something like NASA's Mars rovers are considered as semi-autonomous since they do receive external instructions, but then execute those instructions autonomously without further intervention. Similarly the combination of a coding agent and the LLM it connects to would best be considered as a semi-autonomous system.

You could also have a fully autonomous robot, or just agent, powered by an LLM, where it's not taking external instructions, but rather reacting to external events in some internally proscribed way.


why can't they just increase the price for cached input instead?


> productivity findings

are you referring to the early 2025 METR study?


> you can run a small model

but why?


… to hack. For fun. To play around. Why do anything?


what's there to hack that you couldn't do with $3 in openrouter credits?


There is value in learning how to launch a model and develop an environment with which to interact with it. This understanding is basically a pillar of a “hacker” ethos.

But if you just wanna outsource understanding for 3 bucks in tokens, that’s cool too.


do you think typing `make` into a terminal is some sort of an insane intellectual achievement?


I think you mean mostly-stateless-but-with-prompt-caching-and-batching, ie not really


you think they're doing inference at a loss even with the API prices?


It just doesn't make sense to me that Opus 5 costs the exact same as Opus 4.8, my bet is that they simply subsidize Opus 5 more comparatively so it still looks as if they are making significant progress to keep investment dollars flowing, further inflating the bubble. I might be completely wrong but I trust nothing their CEO says, he's a habitual doom troll and will say whatever makes marketing sense.


could it be that the leading AI lab is decent at making LLMs?


yes; fyi usage limits on the $200 claude sub correspond to at least $1.2k/week in api tokens


More than that using Fable!


"benchmaxxing by generalizing" is not really benchmaxxing


> Russia

lmao


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