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The internet is full of broken links

The older the webpage, the more likely it’s full of dead ends.

5/22/24 11:55AM

404s & Heartbreak

At one point or another, anyone who's ever used The Internet has likely come across a dead link, cursing the error message that informs you — in increasingly wacky and creative ways — that the server can’t find the page you’re looking for.

With estimates that there’s a new website built every 3 seconds, it’s not all that surprising that some online real estate turns to wasteland, especially if page creators delete or let URLs rot as readily as site builders publish them. Indeed, according to recent Pew Research Center analysis, some 38% of links from 2013 led nowhere as of October 2023.

In 2021, it was estimated that a quarter of the deep links on the NYT site were broken, while the recent Pew research found that 21% of government sites and 23% of news webpages had at least one dead link — a clear issue in the age of dis- and misinformation, when traceable sourcing is as important as ever and defunct URLs can be bought and changed to display anything at all.

The internet of (dead) things

The latest findings come as proponents of the “dead internet theory”, which posits that the web has been colonized by bots that are pumping out the majority of content that we encounter online, become more ardent. Indeed, some commentators now argue that we’ve moved into the “zombie internet” era, where once-human-operated entities are now automated content farms publishing AI-generated images of Shrimp Jesus or devout Christian flight attendants.

Jon Keegan3/27/26

Judge blocks Pentagon’s move to blacklist Anthropic

A federal judge in Northern California has granted a preliminary injunction blocking the Pentagon from labeling Anthropic as a national security supply chain risk.

The ruling temporarily prevents the Defense Department from restricting the AI company’s access to federal contracts amid a dispute over its refusal to allow certain military and surveillance uses of its technology. The designation could also have shifted lucrative government work toward competitors, including OpenAI.

Earlier this month, Anthropic, the company behind Claude, sued 17 federal agencies and their heads, alleging the government exceeded its statutory authority.

Rani Molla3/27/26

Report: SpaceX’s record IPO may grant preferential access to retail investors and Tesla shareholders

SpaceX’s impending IPO could raise $40 billion to $80 billion and rank as the largest ever — as well as one of the most unconventional.

The Wall Street Journal reports several ways CEO Elon Musk is considering breaking with IPO norms:

Investors in his other companies, including Tesla, could receive preferential access to shares.
Individual investors may get a third or more of the allocation, far above the typical ~10% mark.
Instead of a traditional road show, Musk wants investors to visit SpaceX facilities in person.

Exclusive | The SpaceX IPO Will Be Just as Unconventional as Musk Himself

Investors in his other companies, including Tesla, could receive preferential access to shares.
Individual investors may get a third or more of the allocation, far above the typical ~10% mark.
Instead of a traditional road show, Musk wants investors to visit SpaceX facilities in person.

Rani Molla3/26/26

Tesla released estimates for Q1 deliveries and they’re lower than analysts expected

Ahead of first-quarter earnings next month, Tesla released its own company-compiled Wall Street consensus estimate for deliveries: 365,645 vehicles. While that’s lower than the 382,000 FactSet consensus estimate, it represents a nearly 9% jump from Q1 2025, when Tesla sold 336,681 vehicles.

Tesla started releasing its own consensus estimates to the public — not just institutional investors — for the first time in Q4 2025. The move was seen as a way to temper investor expectations, as other estimates were too high. Last quarter, Tesla’s compilation was closer to actual numbers, which fell 16% year over year.

The market-implied odds from event contracts suggest 64% of traders think Tesla’s Q1 deliveries will be more than 350,000, 44% think it will be higher than 360,000, and just 21% have it at higher than 370,000.

(Event contracts are offered through Robinhood Derivatives, LLC — probabilities referenced or sourced from KalshiEx LLC or ForecastEx LLC.)

The toughest AI benchmark just got a whole lot tougher

ARC-AGI-3 is the latest version of a clever benchmark that challenges AI models to solve mini video games with no written instructions.

Jon Keegan3/26/26

Rani Molla3/26/26

The US leads the world in robotaxi deployments

Every day it seems another robotaxi launches somewhere in the world. But most of them are in the US.

Of the 171 active robotaxi deployments globally, 69 — or 40% — are in the US, according to a new report from the Bank of America Institute. China, the next largest market, accounts for 24% of deployments.

Most of those deployments are still in testing or early commercial stages. Only 10 US cities currently have fully commercial robotaxi operations, defined as services that operate on public roads, carry paying passengers, run fully driverless without a safety driver, and function all day in any weather.

For now, that effectively refers to Alphabet’s Waymo, which operates commercially in Atlanta, Austin, Dallas, Houston, Los Angeles, Miami, Orlando, Phoenix, San Antonio, and the San Francisco Bay Area. That definition excludes competitors like Tesla, whose Robotaxi service uses safety monitors, and Amazon’s Zoox, which has yet to charge customers for rides.