The buffet defense

Fable, Anthropic’s long-horizon model, was briefly handed back to the public, a seven-day window, and it eats roughly double the tokens of the everyday model ▸ 29:02. What makes it worth the appetite is a single trait: you give it a task and it grinds, grinds, grinds, machacando, without asking you to approve each step, until the thing is finished. It knows when it’s done. With the ordinary model you’re forever saying yes, next, next, keep going; Fable just goes ▸ 31:08. It is the engine behind this blog and behind the visualizations, told once to fetch the video scripts and distill them and left alone.

That same never-stopping is why it’s dangerous, and why it got pulled the first time. Juan’s retelling: Amazon flagged it to the US government as something close to a national-security threat, terrorist-level, a national menace, going over Anthropic’s head straight to the state ▸ 31:55. The proposed restriction, that only US-born workers could use it, was unworkable on its face, because most of the tech workforce in the United States wasn’t born there, India, China, elsewhere, so enforcing it would lock half the people out of their own tool. So it was nerfed, limited, and only now let back out for the short window. (Reported secondhand from a group chat; treat the specifics as diary rumor, not verified fact.)

pagaste el buffet: tú decides cuánto comes →

Then the objection he keeps hearing, and his answer to it. Some people watching, he says, will be thinking: this is burning tokens, burning the environment, what about the water, someone please think about the water. His analogy is a buffet ▸ 35:51. You’ve paid for the self-service. You decide what you eat, and how much. And to then criticize it because someone else wasted food, “that person wasted food, so I won’t eat” makes no sense: the people running the buffet are the ones who’ll figure out how to cut waste and protect their margins. Whether food gets wasted is their problem to price, not the diner’s to feel guilty about.

Scaled up, the point is a claim about trust and incentives. The providers own the machines, the market, the infrastructure, all of it paid for; if his usage were truly harming someone, they would be limiting it far more than they do ▸ 36:54. They aren’t, so it’s fine. He grants the honest edge of it, that these are early effects hard to price fifteen years out, a region running dry, and that pushing companies to slow down is reasonable; he just doesn’t believe his own token diet moves that needle. He paid for the buffet. He decides what he eats…