Deep Dive

On August 6th, 2026, AMD announced it was buying Taalas, a Toronto startup whose chip, the HC1, has the weights of one AI model, Llama 3.1 8B, etched into its wiring at the factory. It can never run anything else. The company claims 17,000 tokens a second to a single user, more than 70 times an NVIDIA H200. No independent lab has benchmarked it; every multiple in this episode is the company measuring itself.

The machine first. Every...

On September 30th, 2026, Nature published a review proposing that aging is your cells slowly forgetting what they are. About 90% of the chemical marks that pile up on DNA with age land on the switches that keep a cell's other possible identities turned off. It's a big idea, and it's a review, not an experiment: it redraws the map of old data, and the data underneath is small (seven immune samples, skin from six people, eight mice, ...

Anthropic's IPO prospectus isn't public yet. On September 28th, 2026, Reuters reported numbers from a copy it had seen: nearly $4.6 billion of revenue in 2025, a $42 billion net loss that is mostly a non-cash charge, and $518 billion of commitments for cloud, compute and infrastructure, about 80% of it non-cancelable.

A bill has two sides, and the companies on the other side of this one file with the SEC. Read from their own filings...

What actually happens if the United States loses its measles elimination status? Almost nothing switches on. The Pan American Health Organization's commission reviews the US in November 2026, and PAHO's own page says there are no formal penalties. School exclusions follow exposures and outbreaks, your insurance follows the CDC's vaccine advisory committee, and travel advice was already keyed to outbreaks. What a loss actually start...

Why are Driscoll's strawberries so good? In June 2026 the company's then-CEO put the number on the record: about 125,000 new strawberry varieties a year, for one or two worth sending out eight years later. The winning plants are never sold. About a thousand independent growers rent them for the season, farm the land, hire the pickers and carry the crop, and the company grades the fruit and sells it under one name.

The seed turns out...

$12.93 billion. Jensen Huang wrote the price for Hugging Face out to the dollar. Reports put the company's annualized revenue around $100 to $150 million, so at the top of that range NVIDIA agreed to pay roughly 86 times revenue. Nobody pays that just to own the revenue. So what did it buy?

This episode reads three sets of documents as one system. Seventeen days before announcing the deal, NVIDIA filed an 8-K putting up to $105 bill...

Disclosure first: this show is made with Claude, built by the company at the center of this story. Anthropic has no involvement in it, and the voice is a text-to-speech model from another vendor.

In September 2026 The American Prospect reported that Anthropic is building a system to monitor anti-AI activists. Anthropic answered once, to CNET: it is not, and has never said it is, building a predictive surveillance system to monitor a...

Two bags of chips, same company, same shelf, same potato. One is fried in canola; the other says avocado oil, costs up to $1.40 more ounce for ounce, and holds slightly less oil. That oil costs the maker about forty cents; a full swap to soybean would save about thirty-five. In July 2026 a UC Davis lab tested 54 samples of chips, mayonnaise and dressings like that bag. The study found 48 inconsistent with avocado oil; olive-oil foo...

In 2018, on stage at Amazon's biggest conference, Mechanical Turk's product lead pitched "over 500,000 active workers." That same year, researchers measured how many people were actually working at any moment: about 2,000. The 500,000 was a registration count frozen since January 2011 — and Amazon's own documentation still advertised it the day the shutdown banner appeared. On September 30, 2026, the platform closes for good,...

For close to a year, the bioweapon filters at one of the world's strongest AI companies had a blind spot. One internal flag had switched off both the blocking and the logging for an entire pipeline — roughly 50,000 hired contractors, 133 million exchanges. No regulator caught it. No law required anyone to tell you. You know because Anthropic wrote it down, inside a 186-page risk report released with no announcement, no author...

On August 4th, Japan's Justice Minister announced three documents in one press conference: permanent residency gets an income test above the average Japanese household — a bar 61.5% of Japanese households don't reach — it becomes revocable for the 950,000 people who already hold it, and the top worker visa gets longer renewals so the labor keeps coming. Five weeks earlier, this show argued Japan runs a rotation machine:...

On May 17th, 2026, the WHO declared a global health emergency over eight laboratory-confirmed cases of Ebola in eastern Congo. Eight was all the test could see. This is the story of an outbreak the standard toolkit was never built for: Bundibugyo virus, the neglected species — no licensed vaccine, no approved drugs, a field test whose own emergency-use notice says it cannot detect this virus. None of that was hidden; it was p...

On May 22nd, the top story on Hacker News — 621 points — said DeepSeek had made its price discount permanent. Permanent lasted 86 days. On August 16th every price in DeepSeek's menu went up: the floor rose 52%, the flagship's peak rate about four and a half times, and the cached-input line — the discount that makes AI coding agents affordable — twelve-fold. This is the company that broke the price of AI, thr...

In the movie about the bin Laden raid, an analyst says "one hundred percent he's there." The real room gave Leon Panetta a spread — 90, 60, below 50 — and he had to make the call on a gut. Around that same time, American intelligence quietly ran a four-year tournament to find out whether anyone can actually predict the future. The winners were a pharmacist and a retired programmer with a duck for an avatar.

This episode ...

In 1977, engineers building the first cesium clock for orbit added a hidden switch — a hedge, in case Einstein was wrong. He wasn't. That clock became part of GPS, and the relativity correction it proved is running inside the phone in your pocket right now. Turn it off, and GPS drifts into uselessness in about two minutes.

This episode teaches how GPS actually works — and why almost everything you think it is, is wrong. ...

On June 18th, 2026, a 27-year Army veteran named David Ott ate at a Taco Bell in Youngstown, Ohio. The iceberg lettuce his lawsuit blames was recalled on July 17th — 25 days after the first illness onset on the government's own outbreak curve. Add up that column and 44 of the 4,510 dated illnesses began after the recall. The recall did not stop this outbreak. It documented one that had already happened.

This episode is about w...

In 2025, Wyoming's average car-insurance quote fell 30%. New Jersey's rose 20%. Same

product, same country, same twelve months — a fifty-point spread.

Across the country the average quote fell 6%: down in 39 states, up in ten states and

DC. This episode explains the machine behind that map — why your renewal notice is

legally required to be a forecast, why it arrives eighteen to thirty months after the

costs it describes, an...

Nobody is supposed to pay the sticker price on Ozempic. So who does?

On July 1st, 2026, Medicare started offering Wegovy for a $50 copay — through a program where having type-2 diabetes disqualifies you, the poorest enrollees get no subsidy, and which exists only because every private drug plan refused the deal. None of it makes sense until you see what a drug's list price actually is — and who gets billed off it.

This ep...

On July 22nd, 1999, the Chinese government banned Falun Gong. The order came from the Ministry of

Civil Affairs — the department that registers clubs — and the legal ground it gave, first, was

that the group had never registered.

Three years earlier, the state had already banned Falun Gong's books. The speech was gone in 1996.

The organization was left standing — until April 25th, 1999, when roughly ten thousand

practi...