here have something useful:

Calm water, borrowed tide. Soft floor. The tape walks ahead of the books. Watch the unwinding clock: empty means a bottom, but a cracked floor means faster hands.

even moreso:

The Case of the Cooling Forges

A riddle in eleven clues

Someone changed the locks at the gates on a Tuesday night. No one saw who did it, only that eighty out of every hundred doors now answer to new keys, and three-quarters of the townsfolk voted that the doors should stay shut near their gardens.

By Thursday the forges had gone cold. The blacksmiths swore they had plenty of orders. “The customers paid,” said one, “but they paid with coins they had borrowed from the coins they had not yet earned.” The ledger keeper nodded gravely and wrote it all down twice.

The smallest builders were found at the bottom of the quarry, still clutching the heaviest stones. When asked why they hadn’t put the stones down, they said the stones were collateral, and you don’t let go of collateral, even underwater.

The giants were questioned next. They insisted they were growing, and they were, by eating bread bought on credit from a baker who was also a giant. The scale in the corner tipped another inch. Nobody looked at it.

A detective noticed the iceberg in the harbor. It was large and polite and mostly invisible, and it claimed to be waiting for ships it had personally invited. “When they arrive,” it said, “I will become very real.”

The town well dropped a little each morning. The mayor declared there was no drought because no one had complained. The buckets kept coming up lighter, and everyone agreed to call them “efficient.”

Up the hill, the keeper of the latch announced he would tighten the latch in December. He didn’t notice the door behind him was already swinging shut on its own, pushed by a draft no one could name.

In the town hall, two clocks hung side by side. One shouted the time every few seconds. The other whispered, a day late. The townsfolk trusted the shouting clock, until they remembered it had been wrong first the last three times.

An almanac on the shelf promised a thaw after every vote. Someone had scribbled in the margin: the almanac has never met this much ice.

When the tide went out, a child pointed at the floor and said it looked soft. Everyone laughed. The floor did not.

The final clue was pinned to the clock tower:

When the clock runs dry, look for hands.
When the well runs low, watch who drinks first.
And when the floor gives way, the riddle solves itself.

Who changed the locks? Why did the forges cool? And who drinks first? Answers next month, if the ledger catches up.

Interesting point of view

very trappy action - would honestly SoH if leveraged, big moves and still like a tsunami incoming

TL;DR

Utility (value created).
Do frontier models deliver enough real benefit (productivity, revenue, discoveries) to justify their cost to end users? This is the demand question.
*self-driving is not LLM, but neural net

Price (value captured).
Of that value, how much can frontier providers charge for, versus losing it to good-enough cheap models? This is the competition question.

Cost (inputs).
Power, labor, equipment and land, plus political pushback.

Financing (who breaks).
Cash-funded megacaps vs. the levered, rate-sensitive fringe.