Tech
tech
Rani Molla

Google is the latest to praise — and criticize — DeepSeek

During Alphabet’s earnings call last week, CEO Sundar Pichai was mostly effusive about DeepSeek, the Chinese company whose AI model has upended much of what American AI firms thought was possible for the price.

“I think [they are] a tremendous team. I think they’ve done very, very good work,” Pichai said, before touting Google’s own bona fides.

On Bloomberg today, Google DeepMind leader Demis Hassabis was a little more cutting, saying the company might have underestimated its costs and exaggerated its innovation. Here’s a slightly trimmed-down transcript:

“It’s a very impressive model, a very impressive piece of work. I think the team is probably the best team that I’ve seen come out of China. That said, I think a lot of the claims are exaggerated and a little bit misleading.

First of all, when you report how much it costs to do a training run, they seem to have reported just their final training run, which is only a fraction of what it costs to explore and train and do all the tests before you do your final run.

They seem to have relied on some Western models to distill from or to basically fine-tune against the outputs of.

Finally, it’s an impressive piece of work but we don’t see any silver-bullet new technologies, techniques that we haven’t seen before or haven’t invented before. They’ve just applied it very well.

It’s impressive but it isn’t some new outlier on the efficiency curve. For example, Gemini is more efficient than DeepSeek in terms of its training to performance or its cost to performance. We just don’t talk about that very much.”

The leaders of Nvidia, OpenAI, Microsoft, and Tesla have followed a similar playbook when commenting on the Chinese AI company.

On Bloomberg today, Google DeepMind leader Demis Hassabis was a little more cutting, saying the company might have underestimated its costs and exaggerated its innovation. Here’s a slightly trimmed-down transcript:

“It’s a very impressive model, a very impressive piece of work. I think the team is probably the best team that I’ve seen come out of China. That said, I think a lot of the claims are exaggerated and a little bit misleading.

First of all, when you report how much it costs to do a training run, they seem to have reported just their final training run, which is only a fraction of what it costs to explore and train and do all the tests before you do your final run.

They seem to have relied on some Western models to distill from or to basically fine-tune against the outputs of.

Finally, it’s an impressive piece of work but we don’t see any silver-bullet new technologies, techniques that we haven’t seen before or haven’t invented before. They’ve just applied it very well.

It’s impressive but it isn’t some new outlier on the efficiency curve. For example, Gemini is more efficient than DeepSeek in terms of its training to performance or its cost to performance. We just don’t talk about that very much.”

The leaders of Nvidia, OpenAI, Microsoft, and Tesla have followed a similar playbook when commenting on the Chinese AI company.

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tech
Jon Keegan

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.

tech
Rani Molla

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.

  • 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.

tech
Rani Molla

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.)

ARC-AGI-3

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
tech
Rani Molla

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.

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Sherwood Media, LLC produces fresh and unique perspectives on topical financial news and is a fully owned subsidiary of Robinhood Markets, Inc., and any views expressed here do not necessarily reflect the views of any other Robinhood affiliate, including Robinhood Markets, Inc., Robinhood Financial LLC, Robinhood Securities, LLC, Robinhood Crypto, LLC, Robinhood Derivatives, LLC, or Robinhood Money, LLC. Futures and event contracts are offered through Robinhood Derivatives, LLC.