Distributed Thoughts

ai

The Map Is the Moat

In mid-June, Google, Microsoft, Salesforce, NVIDIA, and half a dozen others shipped a standard for how AI agents find the tools they can use. OpenAI and Anthropic aren't on it. The two most famous names in AI got left off the map of AI, and that was the entire point.

open-source

Free Binaries, Again

The words open source were coined in a room in Palo Alto in February 1998, specifically to stop people arguing about price. Twenty-eight years later we are calling model weights open, and the entire argument is about price. Here is what that word used to buy, and what a download actually gets you.

ai

Acceptable for Inference

Google tested its TPUs for orbit and the memory came back with uncorrectable bit flips at a rate it called likely acceptable for inference. Read that phrase again. We are about to make correctness a per-workload dial set partly by radiation, and the model will not tell you which setting it used.

history

The Paramount Problem

In 1948 the Supreme Court made the movie studios sell their theaters. In 2020 the DOJ killed the rule, and streaming rebuilt the exact monopoly within months. The AI stack is running the same play ten times faster, and nobody has heard of the Paramount Decrees.

data-sovereignty

Three Bridges, Same River

The Supreme Court just ruled FTC independence unconstitutional, and the EU-US data deal leans on that independence 259 times. Safe Harbor died in 15 years. Privacy Shield died in 4. The third bridge is cracking on its third birthday, and everyone is still pretending the river is mandatory.

ai

Painted Seams

Apple raised Mac and iPad prices up to 25% this month and the machines did not change. The AI buildout requisitioned the world's memory the way 1942 requisitioned silk for parachutes, and this time there is no ration coupon, just a bigger price.

ai-infrastructure

The Cheapest Connection You Never Build

FERC just ordered the grid to fast-track AI data centers and make them pay for their own hookups. But you can itemize the wire. You can't itemize the scarcity, and that one clears at the margin, for everybody.

ai

Eaten From the Bottom

A Beijing lab just shipped the #1 open model on Earth at a sixth the cost of the frontier. The closed labs own the top of the index and are right that they own it. In 1969 the steel giants owned the top too, and ceded rebar to the upstarts. By 2001 Bethlehem was bankrupt.

ai

We Rented the Mainframe Back

Two AI assistants went dark in forty-eight hours last week. In neither case did the model break. The thing that broke was the wire in front of it, and we built that fragility back on purpose.

ai

The Token Got Cheaper. Your Bill Didn't.

An enterprise client of an AI consultant accidentally spent half a billion dollars on Claude in a single calendar month. The story broke in late May. It is not an aberration. It is the bill the per-token pricing chart has been hiding for two years.

ai

Apple Just Subcontracted the Voice

Apple's new Siri runs on Google's Gemini. Apple engineered the privacy carefully — but "we own the whole stack" just became "we own the stack except the part that thinks."

history

Six Hundred Ways Not to Connect a Hose

In 1904, fire crews reached a burning Baltimore and their hoses wouldn't thread onto the hydrants. There were 600 incompatible couplings in America, and the incompatibility was the business model. Your cloud bill is the same story.

infrastructure

A Pledge Is Not a Repair Ship

Seventeen countries signed a framework to protect the undersea cables last week. It is voluntary, unfunded, and excludes the two countries with the largest navies. Britain built something better in 1902, and it did it on purpose.

ai

Sharp Bones

SoftBank is converting a former Sharp LCD factory in Sakai into a 140-megawatt AI data center. The press wrote it up as a growth strategy. What it actually is, is an admission about where compute can and cannot be built in 2026, and the admission has nothing to do with chips.

ai

The Pope and the Dynamo

Pope Leo XIV released a 42,300-word encyclical on AI on Monday, dated to the 135th anniversary of Rerum Novarum. The Sunday talk shows are going to miss the framing entirely. The 1891 question is back, and the Church spent 135 years thinking about it.

cloud

The Company Store

The point of coal scrip in 1900 was never the price of bacon; it was the asymmetric power to set the price and the impossibility of carrying your labor across the town line without taking a haircut. Clouds appear to be bringing it back.

ai

The Merging Was Always the Point

An internal OpenAI model disproved Erdős's 1946 unit-distance conjecture. Which is what Wiles did, what Langlands is doing, what every mathematical breakthrough has ever been. Does that mean AI can think?

ai

The Frontier Became a Club

Anthropic's Claude Mythos Preview is not unavailable. It is available to eleven specific organizations under a program called Project Glasswing, with $100M in usage credits attached, and to nobody else. The frontier did not get cut off from the rest of the industry. It became a consortium. And the p

ai

For Londoners, a Roman Bridge Still Determines Your Commute

London's shape was decided by a Roman bridge at the narrowest practical crossing of the Thames around 50 CE. Two thousand years later, every commute, every property value, every neighborhood boundary still cascades from that one engineering choice. Datasets work the same way. The decisions that shap

ai-infrastructure

The Permission Problem

Loudoun County, Virginia, was the most permissive jurisdiction in the United States for hyperscale data center construction. As of this quarter, it has more active moratorium proposals on its docket than any comparable jurisdiction. The reversal happened in eighteen months, and it is happening for r

data pipelines

The Only Guarantee Is Your Catalog Will Be Wrong. Eventually.

The industry has converged on the right diagnosis: metadata is the substrate for enterprise AI. Every productized prescription is wrong in the same way. Catalogs run after the data has already moved, which is why every catalog you have ever seen is wrong, and why the only question is how fast.

ai

You Can’t Sue an Agent

The SaaSpocalypse panic crowd and the V-shaped recovery crowd both missed what a SaaS company actually is. It isn’t a database with a UI. It’s a counterparty with skin in the game. Agents don’t have any.

ai

RAG Is Read-Only Memory

Andrej Karpathy put a name to the architectural flaw breaking enterprise AI: RAG treats retrieval as understanding and re-derives knowledge from scratch on every query. The missing piece is a compilation step. At personal scale it's a gist on GitHub; at enterprise scale it's an infrastructure layer.

ai-infrastructure

The ASIC Unbundling

Inference is two-thirds of all AI compute. Almost all of it still runs on chips designed for training. The market is finally noticing the mismatch.

agentic-ai

Agents Don't Live in Data Centers

Agentic AI is the first workload where the physics of latency and data locality aren't optional. The $700B centralized infrastructure bet was built for a different kind of AI.