Longfin

Fetch me another Mai Tai #bitcoin

[SightBringer @_The_Prophet__]

⚡️Musk found a way to measure institutional stupidity in dollars.

That is why this matters.

The “magic wand number” strips a product down to its physical floor.

What are the atoms?

Aluminum. Titanium. Copper. Steel. Carbon fiber. Silicon. Energy. Labor at its most irreducible. If a perfect god-machine could rearrange those atoms instantly into the finished product, what would it cost?

That number is the floor.

Everything above that floor is the cost of arrangement.

Manufacturing. Design. Procurement. Labor. Tooling. Supply chain. Bureaucracy. Regulation. Meetings. Defects. Rework. Legacy assumptions. Vendor margin. Managerial cowardice. Bad engineering. Complexity worship. Institutional drift.

The “idiot index” measures the distance between the physical floor and the actual delivered cost.

That distance is where civilization leaks.

This is a devastating idea because it turns vague inefficiency into a ratio. It gives stupidity a number. Once stupidity has a number, it can be hunted.

The highest-level principle:

Reality is cheap. Bad coordination is expensive.

The atoms are often not the problem. The process is the problem. The raw material is cheap. The finished object is expensive because human systems are full of accumulated nonsense: inherited designs, supplier lock-in, procurement rituals, overengineering, compliance theater, fake expertise, management layers, and nobody willing to ask the humiliating question:

“Why does this thing cost 100 times more than the stuff inside it?”

That question is nuclear.

Most institutions cannot ask it honestly because the answer usually indicts the institution itself.

SpaceX could ask it because Musk had no reverence for the inherited aerospace priesthood. The old industry reasoned from precedent: rockets are expensive because rockets have always been expensive. Musk reasoned from matter: if the atoms are cheap, the price is mostly coordination failure.

That is the whole fracture between first-principles operators and legacy institutions.

Legacy institutions protect the accumulated explanation for why things are expensive.

First-principles operators attack the cost delta.

The idiot index applies everywhere.

In healthcare: why does a procedure cost 50 times the physical input?

In defense: why does a part cost $13,000 when the material is $200?

In housing: why does shelter become impossible when wood, labor, and land do not explain the whole gap?

In education: why does knowledge cost six figures when distribution cost is near zero?

In software: why do companies spend millions on tools whose underlying functionality can be rebuilt for pennies in compute?

In government: why does every public project become a ritual sacrifice to process?

In corporate America: why do ten people need three weeks to create what one focused person with AI can produce in a day?

The idiot index is not just manufacturing math. It is a civilization diagnostic.

A high idiot index reveals where reality has been buried under process.

That is why this ties directly into AI. AI is going to run this audit across white-collar work. It will ask the same humiliating question:

“What is the magic wand number for this output?”

A memo. A model. A dashboard. A legal draft. A recruiting screen. A support response. A market brief. A strategy deck. A codebase. A finance process.

If AI can produce 80% of the output for 2% of the old cost, the human coordination layer has a catastrophic idiot index.

That is the real white-collar repricing.

[Longfin @_longfin]

@Delta whomever is in charge of the self tagged bag drop program at @fly_SAV is in desperate need of a sense of urgency and some extended continuing education.

[Palantir @PalantirTech]

Because we get asked a lot.

The Technological Republic, in brief.

1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation.

2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible.

3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public.

4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software.

5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed.

6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost.

7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way.

8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive.

9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret.

10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed.

11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice.

12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin.

13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet.

14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war.

15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia.

16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn.

17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives.

18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within.

19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all.

20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim.

21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures . . . have produced wonders. Others have proven middling, and worse, regressive and harmful.

22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what?

Excerpts from the #1 New York Times Bestseller The Technological Republic: Hard Power, Soft Belief, and the Future of the West, by Alexander C. Karp & Nicholas W. Zamiska

https://t.co/8igjazz1On

[Marc Andreessen 🇺🇸 @pmarca]

I'm calling it. AGI is already here – it's just not evenly distributed yet.

[SightBringer @_The_Prophet__]

⚡️This chart is the early shape of corporate extinction.

The real signal is that a cognition gap is opening between firms, and once that gap starts compounding it stops behaving like a normal productivity upgrade. It becomes a separation event. One group is building with machine leverage inside the operating system. The other group is still paying full price for human bottlenecks.

That is why the curve matters. The line does not rise steadily. It pulls away. That is what compounding looks like when intelligence itself becomes infrastructure. Faster analysis. Faster iteration. Faster customer response. Faster coding. Faster sales prep. Faster research. Faster internal coordination. Faster decisions. The revenue line then feeds back into more AI spend, more talent, more experimentation, and even more speed. Once that loop starts closing, weaker firms do not merely lose ground. They fall into a different era.

This is about organizational metabolism. The firms spending hard on AI are usually the firms willing to redesign workflows, management habits, and decision structures around it. They are not just buying tools. They are replacing drag. That is why the laggards are in more danger than they realize. They think they are delaying a purchase. What they are actually delaying is a change in operating model, and by the time they finally move, the leaders may already be playing a different game.

There is selection in the chart, of course. The stronger, more ambitious, more tech-forward firms were always more likely to buy first. But that does not soften the implication. It sharpens it. A force multiplier landed in the hands of the already capable. That is how class divisions get violent. The best firms get stronger first, then the gap itself becomes a weapon.

So my real view is simple.

AI is already splitting the corporate world into augmented firms and exposed firms.

One side is learning how to operate with an extra cognition layer.
The other side is slowly discovering that “waiting” was never neutral.

This does not end with everyone getting a little more efficient.

It ends with a lot of companies realizing too late that they were competing against businesses that had already become part-machine.

[WBRZ News @WBRZ]

Two golfers at the Baton Rouge Country Club scored back-to-back hole-in-ones just seconds apart, a feat that has near-astronomical odds of happening. https://t.co/scNALTBpE7

[Longfin @_longfin]

@TracesofTexas “When I finished Lonesome Dove, I said to myself, ‘Now I can retire. I’ve done something. Let the English play Hamlet, I’ll play Augustus McCrae.’”

[Traces of Texas @TracesofTexas]

RIP Augustus McCrae.

It was quite a party.

[Longfin @_longfin]

@aakashgupta @JeffBooth

[Aakash Gupta @aakashgupta]

Naval is right, and the math proves it in a way most people aren’t processing.

GPT-4 launched at $60 per million output tokens. Today, equivalent capability costs under $1. That’s a 98% price collapse in two years. Demand didn’t fall. It exploded. OpenAI went from $1B to $12B+ in ARR while slashing prices every quarter.

This is Jevons Paradox at civilizational scale. When coal got cheaper in the 1800s, England didn’t use less coal. They burned 10x more. Intelligence is following the same curve, except the adoption rate is compressing a century of energy economics into 36 months.

The part nobody’s thinking through: every previous commodity with “unlimited demand” eventually restructured the labor market around it. Electricity didn’t create unlimited demand for electricians. It eliminated most of the jobs that electricity replaced and created entirely new ones that didn’t exist before.

The 280x cost reduction Stanford measured between 2022 and 2024 means a task that cost $1,000 in AI compute now costs $3.57. At that price, companies don’t just automate what humans were doing. They start doing things that were never economically viable at human-labor pricing. Analysis that would have required a $200K analyst for a year now runs for $50 in an afternoon.

Unlimited demand for intelligence at near-zero marginal cost means intelligence stops being the scarce input. Taste, judgment, and the ability to ask the right question become the bottleneck. The returns flow to people who can direct intelligence, not people who provide it.

That’s the real trade: the value of raw intelligence is cratering while the value of knowing what to do with intelligence has never been higher. And that gap is only getting wider.

[Longfin @_longfin]

@JordyCulotta Woodward shouldn’t get another shot at a football hire. He mortgaged the program’s decade on an absolute whiff.

[Longfin @_longfin]

@semerda @zerohedge 8hrs ago

[Sundar Pichai @sundarpichai]

An exciting milestone for AI in science: Our C2S-Scale 27B foundation model, built with @Yale and based on Gemma, generated a novel hypothesis about cancer cellular behavior, which scientists experimentally validated in living cells. 

With more preclinical and clinical tests, this discovery may reveal a promising new pathway for developing therapies to fight cancer.

[Longfin @_longfin]

@AMAZlNGNATURE

[LSU Football @LSUfootball]

There will only be one Tyrann Mathieu.

Forever 7

[Longfin @_longfin]

@HYPERS0N1C_ @moses_brett @JoshPateCFB What’s your earthquake count?

[Longfin @_longfin]

@gimmethegorbage @NoContextHumans How could you tell

[LSU Baseball Recruiting @LSUbsbrecruit]

We decorate fast @LSUbaseball

Since 1990 here is the list of D1 schools, or professional franchises in the big 4 sports with 8 championships:

LSU Baseball

Alex Box is home to the literal #1 most successful sports team in last 35 years.

[Longfin @_longfin]

@stoolgambling What if Pete Maravich had a 3point line at LSU?