Author name: DJ Henderson

harvard-beats-trump-as-judge-orders-us-to-restore-$2.6-billion-in-funding

Harvard beats Trump as judge orders US to restore $2.6 billion in funding

Burroughs’ footnote said that district courts try to follow Supreme Court rulings, but “the Supreme Court’s recent emergency docket rulings regarding grant terminations have not been models of clarity, and have left many issues unresolved.”

“This Court understands, of course, that the Supreme Court, like the district courts, is trying to resolve these issues quickly, often on an emergency basis, and that the issues are complex and evolving,” Burroughs wrote. “Given this, however, the Court respectfully submits that it is unhelpful and unnecessary to criticize district courts for ‘defy[ing]’ the Supreme Court when they are working to find the right answer in a rapidly evolving doctrinal landscape, where they must grapple with both existing precedent and interim guidance from the Supreme Court that appears to set that precedent aside without much explanation or consensus.”

White House blasts “activist Obama-appointed judge”

White House spokesperson Liz Huston issued a statement saying the government will immediately appeal the “egregious” ruling. “Just as President Trump correctly predicted on the day of the hearing, this activist Obama-appointed judge was always going to rule in Harvard’s favor, regardless of the facts,” Huston said, according to the Harvard Crimson.

Huston also said that “Harvard does not have a constitutional right to taxpayer dollars and remains ineligible for grants in the future” in a statement quoted by various media outlets. “To any fair-minded observer, it is clear that Harvard University failed to protect their students from harassment and allowed discrimination to plague their campus for years,” she said.

Harvard President Alan Garber wrote in a message on the university’s website that the “ruling affirms Harvard’s First Amendment and procedural rights, and validates our arguments in defense of the University’s academic freedom, critical scientific research, and the core principles of American higher education.”

Garber noted that the case is not over. “We will continue to assess the implications of the opinion, monitor further legal developments, and be mindful of the changing landscape in which we seek to fulfill our mission,” he wrote.

Harvard beats Trump as judge orders US to restore $2.6 billion in funding Read More »

hollow-knight:-silksong-is-breaking-steam,-nintendo’s-eshop

Hollow Knight: Silksong is breaking Steam, Nintendo’s eShop

An influx of players excited for this morning’s launch of Hollow Knight: Silksong are encountering widespread errors purchasing and downloading the game from Steam this morning. Ars Technica writers have encountered errors getting store pages to load, adding the game to an online shopping cart, and checking out once the game is part of the cart.

That aligns with widespread social media complaints and data from DownDetector, which saw a sudden spike of over 11,000 reports of problems with Steam in the minutes following Silksong‘s 10 am Eastern time release on Steam. The server problems don’t seem to be completely stopping everyone, though, as SteamDB currently reports over 100,000 concurrent players for Silksong as of this writing.

Ars also encountered some significant delays and/or outright errors when downloading other games and updates and syncing cloud saves on Steam during this morning’s server problems. The Humble Store page for Silksong currently warns North American purchasers that “We have run out of Steam keys for Hollow Knight: Silksong in your region, but more are on their way! As soon as we receive more Steam keys, we will add them to your download page. Sorry about the delay!”

The PC version of Silksong currently seems to be available for purchase and download without issue. Ars was also able to purchase and download the Switch 2 version of Silksong from the Nintendo eShop without encountering any errors, though others have reported problems with that online storefront [Update: As of 11:18 am, Nintendo is reporting, “The [Nintendo eShop] network service is unavailable at this time. We apologize for any inconvenience this may cause].” The game is still listed as merely “Announced” and not available for purchase on its PlayStation Store page as of this writing.

Hollow Knight: Silksong is breaking Steam, Nintendo’s eShop Read More »

putin:-“immortality”-coming-soon-through-continuous-organ-transplants

Putin: “Immortality” coming soon through continuous organ transplants

In a later press conference, Putin confirmed the discussion and said that “life expectancy will increase significantly” in the near future and “we should also think about this” in terms of political and economic consequences. (In Russia, life expectancy has actually decreased significantly in recent years, and the overall population is declining.)

The brief snippets of conversation suggest that immortality is on the minds of the world’s strongmen, though it’s interesting to see how it takes a different form than in Silicon Valley, where robots and software are more often seen as the key to longevity instead of, say, recurring organ transplants into an aging bag of skin.

Shows like Upload and Alien: Earth present visions of a world in which consciousness can be scanned by machines and perhaps even loaded into other machines. Meanwhile, Putin and Xi are thinking more about repeated organ transplants and life extension rather than “the Singularity.”

So, which dystopic future are we more likely to get? (Yes, I am presuming, based on the current state of the world, that the near future will be pretty dystopic. I think it’s a good bet.) Clones being raised for organ transplants, as in Kazuo Ishiguro’s novel Never Let Me Go? Or some kind of “download your consciousness into this machine” situation in which the mind of Elon Musk inhabits one of his beloved Tesla robots for all eternity? Given either alternative, I’m not entirely sure I’d want to live forever.

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startup-roundup-#3

Startup Roundup #3

Startup Roundups (#1, #2) look like they’re settling in as an annual tradition.

I’ve been catching up on queued roundups this week as the family was on vacation. I am back now but the weekly may be pushed to Friday as I dig out from the backlog.

There is a common theme to the vignettes offered across the years. The central perspective has not much changed.

I would summarize the perspective this way, first in brief and then with more words:

  1. Founding SV-style startups or being an early employee is great alpha.

  2. You create more value, and you capture more of that value.

  3. Building real things that scale is so valuable that you can afford a lot of nonsense.

  4. Venture capital similarly does foolish stuff a lot but the successes are so good that if they have good deal flow they still win.

  5. Venture capitalists and others offering advice say many valuable things but also have their own best interests at heart, not yours, and will lie to you.

Or, with more words:

  1. The central idea of founding or joining as an early employee of a startup, building something people want, raising venture capital funding in successive rounds and mostly adhering to Silicon Valley norms is an excellent one. If you have the opportunity to do YC you probably want to do that too.

  2. Because you get equity you capture a vastly higher percentage of the value you create than you would if you worked for someone else. This is all a great way to change and improve the world, and also a great way to earn rather quite a lot of money. This is risky in the sense that most of the time your startup will fail, but failure is not so bad and you can try again in various ways. If you’re up for it, strongly consider doing it.

  3. This works because the value in building real things that scale, at all, is orders of magnitude higher than the value of an ordinary job, plus you are capturing far more of it. The structure is hugely inefficient and wasteful and stupid and perverse in various ways, most of your activity is likely going to be built around assembling and selling the team and proving that it can Do The Thing, and learning how to Do The Thing, but it does result in attempting to Do The Thing at all, which is what matters. There is ‘a lot of ruin’ in this nation.

  4. Venture capital returns, and especially the strong returns of the best VCs, are largely about selection and deal flow, and marketing themselves. The VCs tend to herd to an extent that it should challenge one’s overall epistemology and model of capitalism, and have similar flawed heuristics and are largely evaluating whether other VCs will be willing to fund in the future, and evaluating the team and its ability to pitch itself, and so on. Which again is hugely inefficient and wasteful and stupid and perverse compared to how it would ideally work, and it leaves a ton on the table, but it Does The Thing at all, so it beats out all the alternatives.

  5. Venture capitalists will offer you lots of free advice, which as we know is seldom cheap. A lot of what they say is good advice, and you need to absorb their culture, but a lot of it is them talking their books and marketing themselves and the idea of doing a startup, or trying to get you to do what the VCs want to do for various reasons. Some of that will align with what is good for you. A lot of it won’t, and you have to keep in mind that when your interests are in conflict they are lying liars who lie, and at other times they fool themselves or don’t understand.

  6. In particular, VCs and Paul Graham in particular will try to pretend that ‘what you do to succeed outside of fundraising’ and ‘how to set yourself up to fundraise’ are the same question, or have the same answer, and you should not think of this as a multi-part strategic problem. This is very obviously an adversarial message.

  7. This type of adversarial message will happen one-to-many in general advice, and will also happen one-to-one when they talk to you. Listen, but also be on guard.

Here are some vignettes on this theme from the past year.

Emmett Shear offers advice on how to interpret advice from Paul Graham.

According to Emmett:

  1. Filter his creative ideas, but pay attention, there’s gold in them hills.

  2. If Paul tells you how a decision gets made, he’s often right even if he isn’t telling you the whole picture.

  3. Paul’s advice is non-strategic, he’s saying what his model thinks you should do.

My reactions based on what I know, keeping in mind I’ve never met him:

  1. Strongly agree, same as his public ideas.

  2. Based on his public statements, I’d say he’s bringing you a part of the picture, often an important or neglected part, but he’s often being strategic in how it is presented and framed, and in particular by the selection effect of when to explain what parts, and what parts to leave out.

  3. I strongly believe many Paul Graham statements in public are strategic. I also think Paul’s model in many places is at least partially strategically motivated. Even if his motivation in the moment is non-strategic, the process that led to Paul having that opinion was, de facto, strategic.

    1. I can believe that Paul’s private advice is mostly non-strategic beyond that.

Given the overall skill and knowledge levels, with that level of trustworthiness, that’s still an amazingly great source of information. One of the best. Use it if you have access to it.

One common pattern of advice from Paul Graham has been talking up the UK.

Rohit: This is a pretty remarkable tweet, and a sign of the times.

Paul Graham (April 15, 2025): A smart foreign-born undergrad at a US university asked me if he should go to the UK to start his startup because of the random deportations here. I said that while the median startup wasn’t taking things to this extreme yet, it would be an advantage in recruiting.

What an interesting twist of history it would be if the UK became a hub of intellectual refugees the way the US itself did in the 1930s and 40s. It wouldn’t take much more than what’s already happening.

It has lower GDP per capita, but it also has rule of law.

G: what if it was Europe instead of the UK? would you still recommend?

Paul Graham: It’s the same tradeoff, yes.

Graham agrees the regulatory burdens of being in Europe are extreme, so for now he sees a mixed strategy as appropriate. Those who are worried about being in America can be recruited to the UK or Europe, which justifies (in his mind) more UK-or-Europe-based startups than we currently have.

Paul Graham is the best case scenario. When you see advice from other venture capitalists, assume they are less informed and skilled, and also more self-interested, until proven otherwise.

Zain Rizavi: wild that it only took 4 months of building to realize I’d take back nearly every piece of “advice” I gave founders over 4.5 years investing. Most VC advice is cosplay

Martin Casado: yup

Martin Casado has been on an absolute ‘saying the quiet part out loud’ tear recently. No matter how vile and bad faith I find his statements about AI policy and existential risk and everything surrounding effective altruism and so on, he’s got the Trump-style honest liar thing going especially on the venture side, and yes it is refreshing.

Never conflate the medium and the message, or the map and the territory, or the margin and the limit.

I don’t think Paul is being naive here.

I think he is doing a combination of thinking on the margin and talking his book:

Paul Graham: Figuring out what a startup should say to investors is strangely useful for figuring out what it should actually do. Most people treat these questions as separate, but ideally they converge. If you can cook up a plausible plan to become huge, you should go ahead and do it.

For example, I’m always looking for ways to add network effects to a startup’s idea. Investors love those. But network effects are genuinely good to have. So any we come up with in order to feed to investors, they should probably go and make happen.

Experienced investors are pretty rational. But those are the ones you want anyway.

Should you be thinking big, and about what scales, and taking big swings? Absolutely, although the VCs want you to do it more than you should want to do it due to different incentives.

On the margin, founders benefit from VCs pushing founders to do more of the things that VCs want to hear, as a lot of why they want to hear them is that those actions correlate with big success. The danger is when you are not on the margin, and stop being grounded in reality and start to believe your own hype and stories.

If you have the option to do YC, rest assured that as long as you’re not collapsing a huge bunch of SAFEs the valuation boost from YC’s reputation is worth vastly more than the share of your company YC takes. You’ll be net ahead on cash and equity very quickly.

Matt Levine has often mentioned how valuable it can be to not have to mark your investments to market. Early stage VCs are experts at controlling how and when their investments are marked to different numbers.

Joe Weisenthal (April 21, 2025): Blackstone is now down 40% from its November highs, and is right back at its post-Liberation Day lows. Remember, this is probably the best run manager of private assets in the world, so just consider how your run of the mill PE or VC shop is looking right now.

Paul Graham: Early stage VCs are presumably looking better, because an early stage investment in a startup is mostly a bet on whether the founders are Larry & Sergey or not, and that is independent of global political and financial trends.

Joe Weisenthal: Sure, but that only pertains to an individual bet, not the entire asset class, right?

Paul Graham: You mean the value of a sufficiently large number of such bets should vary with the market’s expectations about future growth? In theory yes. But in practice not so much.

In practice the effects on early stage valuation are muted by (a) the fact that big exits, where all the returns are, will be 10 years in the future or more, and (b) the dynamics of fundraising; there’s no such thing as value investing at the seed stage.

There are certainly ups and downs in early stage startup valuations, but they’re driven mostly by variations in how excited investors are about startups. E.g. valuations are high now because investors are (justifiably in my opinion) excited about AI.

Mr. Plumpkin: Not how math works sorry. The difference between them building a $1T company and a $2T company due to market valuations still impacts the option math today.

Paul Graham: Only by 2x, whereas great vs ok founders can increase the outcome by 1000x or more.

Yes, that would be only by 2x, but that’s a 50% markdown.

This is purely not marking to market and strategic ignorance about market prices. It is price fixing by a VC cabal via norms. It is a conspiracy in restraint of trade and collective fiction.

Sure, the best founders might increase value by 1000x, but the best founders under bad conditions are then worth 500x of what the bad founders were worth under good conditions, rather than 1000x. Still counts.

What Paul Graham is effectively saying here is that VCs are a conspiracy in restraint of trade, that (among other things) refuses to pay fair prices for top startups, instead setting what are effectively highly constrained norm-based prices to avoid the best founders charging what they are worth, so top VCs can bid with reputations and connections and capture that surplus rather than bidding against each other with dollars.

I do believe this is true. The top VCs are in collusion to bid with reputation and services and connections and future promises rather than with dollars, such that the top investments are both obvious to most VCs and also vastly cheaper than their expected value. And they persuade the founders involved that this is good, actually, because of things like worries about a down round.

Graham himself has noted that the difference in price for the best startups is dwarfed by how much better their prospects are, that the smart VC mostly ignores price. That indicates the prices for the good prospects are way too low.

Whereas if a top founder actually got what they were on average worth, VCs who invest would be unsure if they were getting a great deal.

Why should the VCs get that deep discount to actual value, despite the fact that if the founder insisted plenty of those same VCs would pay up happily? Because they tell a story that the company isn’t entitled?

And if you can get away with that, then yeah, who cares if the exit value is down by half, I guess? It doesn’t change any of the norm-based prices? And for worse founders, instead of the prices dropping so the market clears, a few survive and lot of those deals die.

One of the best reasons to distrust VCs is that they make a lot of arguments that you should beware when they give you ‘too good’ a deal, including but not limited to them paying more money to get less, and instead you should give away additional large stakes in your company or other things specifically in order to ensure the vibes remain good and you can tell a story to future other VCs.

As in, because you might have to raise at a lower number in the future, you should raise at a lower number than that now, so you don’t have a ‘down round.’ Or because you couldn’t handle having the cash.

I do agree that ‘down rounds’ can kill companies and that is bad, but come on.

Paul Graham: Believe it or not, it’s dangerous for a startup to raise too much at too high a valuation. This sounds like a good problem to have, but it isn’t. Both make your next round harder.

Raising too much makes you spend too much, which makes it harder to reach profitability. And a high valuation makes it harder for the next round to be an up round, which both investors and founders prefer.

Why do founders raise too much at too high a valuation? Because most VCs want to own a large percentage of the company. They’re less price sensitive though. They’re willing to spend a lot to get it. So the result of these constraints is: large investment at a high valuation.

That last paragraph is a partial answer to an importantly different question: ‘Why are founders sometimes ABLE to raise so much money, at such a high valuation, that it becomes difficult to have an ‘up round’ next?’

Yes, the answer is that VCs are ‘not price sensitive’ when deciding to invest (there are limits, eventually, of course, at least one hopes), they are ‘vibe sensitive’ to whether it all feels right and how it would look. And they have heuristics that say, if the deal is great, you do not care about the price, the real danger is missing out. The ultimate case of FOMO. So in many cases you can kind of ‘name your price.’

It is also a hell of a thing to frame getting a great deal that way.

The second paragraph points to the real danger. You cannot afford to let what happened go to your head. You cannot afford to then spend money like you are actually worth what the VCs paid, and that you will soon be able to raise more at an even higher number.

Instead, you need to do something rarely done, which is to understand that the number was ‘too high’ and that you might face a down round.

You know what I’ve never heard of being done? A founder CEO says, after a round, ‘these VCs went completely crazy bidding against each other. We raised $20m at a $100m valuation, and realistically it should have been less than half of that. We made damn sure the terms were airtight, so we can safety do a down round if needed, and we are setting aside the extra money so we don’t go too big or spend too much, and we’re setting your options deals accordingly.’

This also makes good trading sense. Most startups have high failure risk at each step, so if you survive you should be worth more. But if you’re the ‘super hot’ startup, in a great spot, the chance of (unrecoverable) failure in the short term could be quite low. If you do great, you’ll gain tons of value. So if you do only okay, it seems perfectly fine to say the expected value is modestly down from before.

There is the danger that you overspend, grow too big, your burn rate skyrockets, your focus is lost and so on, if you’re not careful. So… don’t do that? I know, easier said than done, but not as hard as they make it sound.

Convincing founders they should give up 10% of their company so that the round isn’t technically ‘down’ is one of the great cons of history. One can also call it an illegal conspiracy in restraint of trade.

Europe in general and Germany in particular have long been doing a natural experiment to see how annoying and expensive you can make startups before you kill them entirely. The answer is quite a lot.

Nathan Benaich: 12 hours and counting – notary reads every single word of Series A docs in Germany out loud in front of founders. In person. Guys, we have GDP to grow here. Pure prehistoric madness.

Paul Graham: We can use this practice as a canary in the coal mine to measure whether Germany is serious about startups. As long as it persists, they’re not.

Ian Hogarth: The most significant cost of the Germany notary system is how much friction it introduces for small investors ie angel investors. Always created a higher hurdle for me to angel invest in German start-ups/or introduce angel investors.

Henry de Zoete: 100% – same for me. It’s not worth the hassle for angel investors

Alex MacDonald: I once had to physically go to the German consulate in London in order to get a document ‘apostilled’ to complete an angel investment.

Never invested in another German company after that. 🫡

A fun story about correlation and causation.

Trevor Blackwell: How to be a top VC with one simple trick:

Auren Hoffman: one of the firms we invested in recently raised their Series A. To start the process, the company sent emails to many VCs. stats on raise:

The top branded partners at the top branded firms: almost all responded to the email within 4 hours. All wanted to set up a meeting within a day.

The top branded partners at the mid-tier firms: usually needed to receive 2 emails to set up a mtg. Mostly requested mtgs within 4 days of 2nd email.

The low-tier firms: had the lowest response rate. Many times they wanted to set up a mtg 2-3 weeks out. They all missed seeing the deal.

I’m surprised that the top-tier firms are more responsive than the low-tier firms but kinda makes sense. Always be hustling.

I do think responding quickly is the best play whenever possible. But consider that the firms might be responding more optimally than you might think.

Say you’re at a low-tier firm. If you take the meeting tomorrow, and they give you that meeting, and you love it, and it closes next week, guess what?

You still probably didn’t make the round, because the startup has better options and turns down your money. In a different world you’d be able to compete on price, but that’s not how this works, so you lose. Good day, sir.

By scheduling two weeks out, you’re saving everyone time – that’s the point at which the round is likely actually available and so the meeting is worthwhile.

That’s not to discount that hustle and fast response also make a difference, but in general if you see a contrast this stark there’s an actually good reason for it.

Whereas if you are a top firm, your entire job is to quickly find the best offers like this, and lock them down before the mid-tier firms or ideally even your top-tier competitors can do an evaluation and try to box you out. You have to hustle.

The question is why anyone puts their money in, it’s obvious why you would want to do the job with other people’s money:

Sam Altman asks a good question: this is much less important than tweeting about agi, but it is nevertheless amazing to me that the entire venture industry can (in aggregate) lose money for so long and keep getting funded.

I am very curious why LPs do it.

(obviously if you can fund the top funds you should!)

My hunch is that a lot of this is people not understanding adverse selection. They don’t get how much those top funds are cherry picking the best deals, and how much this leaves everyone else in VC at a severe disadvantage. And more of that is thinking that oh, I’m smarter or I’ve found the smart one, we will make it work, or people simply not realizing that ‘non-elite’ VCs on net lose. Or simply wanting to be part of the action.

Another explanation is that this is not accounting for the potential future elite premiums you might be able to collect. So you invest now at an economic loss, to try and gain a reputation later that would let you extract rents.

Part of the story is almost surely that those involved don’t believe or understand that the industry overall loses money.

And part of the story has to be that investors want in on the action, it is a status marker, it is fun, it provides inside information and connections and so on.

How to come up with your next great startup idea, according to YC?

It starts with not demanding too great a startup idea? There’s a list and also a video.

Jared Friedman, YC Partner: How to Get Startup Ideas

Common mistakes:

  1. Waiting for a “brilliant” idea

  2. Jumping into the first idea without critical thought

  3. Starting with a solution instead of a problem

  4. Believing startup ideas are hard to find

I agree with the first two. You shouldn’t ‘wait’ for a brilliant idea, but neither should you settle for one that is not great. It’s more that the great ideas often won’t ‘feel brilliant.’

The third is more interesting. I half buy it. Certainly ‘solution in search of a problem’ is an issue, but problems are a dime a dozen even more than startup ideas. Good solutions are not, and can be the relatively scarce resource.

The theory here, as I understand it, is that the way to get to a solution that solves a problem people will pay to solve is to solve a problem. YC especially preaches to look for a solution to your own problems, a ‘fine I will solve this myself just for me’ idea. That can of course still not be a market fit at all (see MetaMed), but you have a shot.

Whereas if you have a solution in search of a problem, you’ll invent some story of why your solution is useful, but you won’t have product-market fit. I buy that this is a common trap, and plausibly one of the key things that went wrong at MetaMed.

If you do have a solution in search of a problem, it is definitely worth doing a search for problems that it solves, so long as if you don’t find a good one you then give up.

The fourth is another ‘yes and no,’ finding any idea at all is easy, finding the best ones is hard, and is especially hard if you are not someone with lots of relevant connections and experience.

Evaluate your idea on four criteria, take the average of the scores:

1. Potential market size

2. Founder/market fit

3. Certainty of solving a big problem

4. Having a new, important insight

This seems like one of those ‘these things should not be equal weight’ situations, even if they are the top four criteria. At minimum the average should be more like… the product? These are all failure points, not success points.

Positive signs for good ideas:

  1. Making something you personally want

  2. Recently became possible due to changes

  3. Successful similar companies exist

As usual there is the conflict, if it wasn’t possible before how do similar companies exist? So you need to get the details right on what those mean.

I’ve grown more skeptical of ‘only possible recently’ as being too important. Certainly it helps that ‘without AI from this year this wouldn’t work’ but also… people don’t do things. Ideas just sit there. Yes, most good Magic: the Gathering decks involve something you couldn’t do until very recently, but also there was a Pro Tour where Trix (which went on to completely dominate the same format) was legal and no one had it.

Generating ideas organically

  1. Learn to notice good ideas

  2. Become an expert in a valuable field

  3. Work at the forefront of an industry or at a startup

The first two feel like ‘marginal’ advice. As in, true on the margin, but not overall.

Seven recipes for generating ideas (in order of effectiveness):

  1. Start with your team’s unique strengths

  2. Think of things you wish someone would build for you

  3. Consider long-term passions (with caution)

  4. Look for recent changes enabling new possibilities

  5. Find new variants of recent successful companies

  6. Crowdsource ideas by talking to people

  7. Look for broken industries to disrupt

Sure, that all makes sense.

Best practices:

Allow ideas to morph over time

Start with a problem, not a solution

Think critically about ideas for a few weeks

Be open to ideas with existing competitors

Standard stuff here. Mostly, yeah, I agree.

A culture that cannot criticize itself cannot fix its mistakes.

Antonio Garcia Martinez: One of the Great Necessary Delusions of Tech is:

You can’t make fun of anyone who’s actually doing or building.

Even though you know it’s dumb or a grift.

It’s like a stock market with no short-selling: Feels more noble, but really, it’s just bad for price discovery.

Thought while reading one of those “we’re shutting down” threads where something that seemed dumb from day one is buried and eulogized like a juvenile cancer patient, while every reply-guy mourns appropriately.

Sure, I’d rather live in this world than a cynical one–it’s net good, to be clear–but heavens to Betsy is it all a bit much at times.

Camilo Acosta: As founders, we have the privilege and duty to call these people out — and should, because it benefits the ecosystem overall when it is done. When it doesn’t happen it sets back the founder community (see: Theranos).

If Silicon Valley is to take its rightful place as a true part of Nate Silver’s The River, or simply it wants to make good decisions, this requires a desire to understand the world and be accurate. Short selling needs to exist, at minimum rhetorically. Instead, they have largely hooked their wagon to a combination of enforced optimism, consensus zeightgeisting and collaborative vibe warfare. They think this is good for them, and that tells you a lot about who they are and what to expect from them and how to evaluate their claims.

So much this:

Anton: startups illustrate something like Amdahl’s Law for suffering – if you are say, top 10% in being able to bear e.g working 14 hour days for months or years, 90% of your actual suffering in building a company is going to come from the places where you aren’t as resilient.

If you love writing code but hate answering email, 90% of the reason building a company will suck for you is the email. if you love talking to users and can do it all day, but hate operational minutia, most of your suffering will come from the minutia.

A startup does not offer you the luxury of choosing which things to do versus not do. You have to do all of it. Which means you are doing whichever part you think sucks.

A lot of what you are being paid for it the willingness and ability to do that.

Ashlee Vance: VC the other day told me, “We’ve lost several really good founders to ayahuasca. They came back and just didn’t care about much anymore.”

Austen Allred: Of the Silicon Valley founders I know who went on some of the psychedelic self-discovery trips, almost 100% quit their jobs as CEO within a year. Could be random anecdotes, but be careful with that stuff.

[Sample size is 8. Of which he thinks 4 are happier.]

A huge percentage of the time that I hear about someone trying Ayahuasca, it results in them royally screwing up their life, sometimes irrevocably. This is true for public stories and also for private stories. Even when that doesn’t happen, the experiences seem to usually have been pretty miserable, without much positive change afterwards.

By all accounts this is a no-good-very-bad drug. Avoid.

Discussion about this post

Startup Roundup #3 Read More »

“mockery-of-science”:-climate-scientists-tear-into-new-us-climate-report

“Mockery of science”: Climate scientists tear into new US climate report

While it is not uncommon for scientists to disagree, many of the review’s authors feel what the DOE produced isn’t science at all. “Trying to circumvent, bypass, undermine decades of the government’s own work with the nation’s top scientists to generate definitive information about climate science to use in policymaking—that’s what’s different here,” said Kim Cobb, a professor of Earth, environmental, and planetary sciences at Brown University and director of the Institute at Brown for Environment and Society. Cobb co-authored two sections of the review.

Under President Donald Trump’s second administration, the Environmental Protection Agency has announced that it is reconsidering the 2009 endangerment finding that allows the agency to regulate greenhouse gases under the Clean Air Act. In its proposal to rescind the finding, the EPA cited the DOE’s climate report as one of many that led the agency to develop “serious concerns” with how the US regulates greenhouse gases.

“It’s really important that we stand up for the integrity of [climate science] when it matters the most,” Cobb said. “And this may very well be when it mattered the most.”

Roger Pielke Jr., a science policy analyst and senior fellow at the American Enterprise Institute, who is cited in the DOE report, doesn’t believe the push to overturn the endangerment finding will come down to that report. In his view, the administration’s arguments are mostly legal, not scientific. “I think that given the composition of the Supreme Court, the endangerment finding might be in danger. But it’s not going to be because of the science,” he said.

But as more communities grapple with the fallout of hurricanes, wildfires, floods, and other natural disasters exacerbated by climate change, Cobb fears the federal government is turning away from the best tool it has to help people across the US adapt to a warming planet.

“Science is a tool for prosperity and safety,” she said. “And when you turn your back on it in general—it’s not just going to be climate science, it’s going to be many other aspects of science and technology that are going to be forsaken—that will have grave costs.”

This story originally appeared on Inside Climate News.

“Mockery of science”: Climate scientists tear into new US climate report Read More »

tesla-has-a-new-master-plan—it-just-doesn’t-have-any-specifics

Tesla has a new master plan—it just doesn’t have any specifics

Tesla also disbanded the team building its “Dojo” supercomputer several weeks ago. Much touted by Musk in the past as the key to beating autonomous vehicle developers like Waymo (which has already deployed commercially in several cities), Tesla will no longer rely on this in-house resource and instead rely on external companies, according to Bloomberg.

“Shortages in resources can be remedied by improved technology, greater innovation and new ideas,” the plan continues.

Then plan veers into corporate buzzwords, with statements like “[o]ur desire to push beyond what is considered achievable will foster the growth needed for truly sustainable abundance.”

In keeping with Musk’s recent robot obsession, there’s very little mention of Tesla electric vehicles other than a brief mention of autonomous vehicles, but there is quite a lot of text devoted to the company’s humanoid robot. “Jobs and tasks that are particularly monotonous or dangerous can now be accomplished by other means,” it states, blithely eliding the fact that it makes very little sense to compromise an industrial robot with a bipedal humanoid body, as evinced by the non-humanoid form factors of just about every industrial robot working today. Robot arms mounted to the floor don’t need to worry about balance, nor do quadraped robots with wheels.

Tesla has a new master plan—it just doesn’t have any specifics Read More »

research-roundup:-6-cool-science-stories-we-almost-missed

Research roundup: 6 cool science stories we almost missed

DOI: Archaeometry, 2025. 10.1111/arcm.70030  (About DOIs).

DOI: Journal of Medieval History, 2025. 10.1080/03044181.2025.2546884  (About DOIs).

Snails with eyes that grow back

The golden apple snail has camera-type eyes that are fundamentally similar to the human eye. Unlike humans, the snail can regenerate a missing or damaged eye.

Credit: Alice Accorsi, UC Davis

It’s been known since at least the 18th century that some snails possess regenerative abilities, such as garden snails regrowing their heads after being decapitated. Golden apple snails can completely regrow their eyes—and those eyes share many anatomical and genetic features with human eyes, according to a paper published in the journal Nature Communications. That makes them an excellent candidate for further research in hopes of unlocking the secret to that regeneration, with the ultimate goal of restoring vision in human eyes.

Snails are often slow to breed in the lab, but golden apple snails are an invasive species and thrive in that environment, per co-author Alice Accorsi, a molecular biologist at the University of California, Davis. The snails have “camera type eyes”: a cornea, a lens to focus light, and a retina comprised of millions of photoreceptor cells. There are as many as 9000 genes that seem to be involved in regenerating an amputated eye in the snails, reducing down to 1,175 genes by the 28th day of the process, so complete maturation of the new eyes might take longer. It’s not clear whether the new eyes can still process light so the snails can actually “see,” which is a topic for further research.

Accorsi also used CRISPR/Cas9 to mutate one gene in particular (pax6) in snail embryos because it is known to control brain and eye development in humans, mice, and fruit flies. She found that apple snails with two non-functioning pax6 genes end up developing without eyes, suggesting it is also responsible for eye development in the snails. The next step is to figure out whether this gene also plays a role in the snails’ ability to regenerate their eyes, as well as other potentially involved genes.

DOI: Nature Communications, 2025. 10.1038/s41467-025-61681-6  (About DOIs).

Gorgeous glowing succulents

Succulents glow in hues of red, green, blue, and more after being infused with afterglow phosphor particles that absorb and slowly release light.

Credit: Liu et al., 2025

Perhaps you caught the launch last year of the first genetically modified glowing plant: Light Bio’s  green-hued “Firefly Petunia.” It’s not a particularly bright glow and genetic engineering is expensive, but it was nonetheless a solid step toward the long-term goal of creating glow-in-the-dark plants for sustainable lighting. Scientists at South China Agricultural University came up with a novel, cheaper approach: injecting succulents with phosphorescent chemicals akin to those used in commercial glow-in-the-dark products, aka “afterglow luminescence.” They described the work in a paper published in the journal Matter.

Research roundup: 6 cool science stories we almost missed Read More »

google-pixel-10-series-review:-don’t-call-it-an-android

Google Pixel 10 series review: Don’t call it an Android


Google’s new Pixel phones are better, but only a little.

Pixel 10 series shadows

Left to right: Pixel 10, Pixel 10 Pro, Pixel 10 Pro XL. Credit: Ryan Whitwam

Left to right: Pixel 10, Pixel 10 Pro, Pixel 10 Pro XL. Credit: Ryan Whitwam

After 10 generations of Pixels, Google’s phones have never been more like the iPhone, and we mean that both as a compliment and a gentle criticism. For people who miss the days of low-cost, tinkering-friendly Nexus phones, Google’s vision is moving ever further away from that, but the attention to detail and overall polish of the Pixel experience continue with the Pixel 10, 10 Pro, and 10 Pro XL. These are objectively good phones with possibly the best cameras on the market, and they’re also a little more powerful, but the aesthetics are seemingly locked down.

Google made a big design change last year with the Pixel 9 series, and it’s not reinventing the wheel in 2025. The Pixel 10 series keeps the same formula, making limited refinements, not all of which will be well-received. Google pulled out all the stops and added a ton of new AI features you may not care about, and it killed the SIM card slot. Just because Apple does something doesn’t mean Google has to, but here we are. If you’re still clinging to your physical SIM card or just like your Pixel 9, there’s no reason to rush out to upgrade.

A great but not so daring design

If you liked the Pixel 9’s design, you’ll like the Pixel 10, because it’s a very slightly better version of the same hardware. All three phones are made from aluminum and Gorilla Glass Victus 2 (no titanium option here). The base model has a matte finish on the metal frame with a glossy rear panel, and it’s the opposite on the Pro phones. This makes the more expensive phones a little less secure in the hand—those polished edges are slippery. The buttons on the Pixel 9 often felt a bit loose, but the buttons on all our Pixel 10 units are tight and clicky.

Pixel 10 back all

Left to right: Pixel 10 Pro XL, Pixel 10 Pro, Pixel 10.

Credit: Ryan Whitwam

Left to right: Pixel 10 Pro XL, Pixel 10 Pro, Pixel 10. Credit: Ryan Whitwam

Specs at a glance: Google Pixel 10 series
Pixel 10 ($799) Pixel 10 Pro ($999) Pixel 10 Pro XL ($1,199) Pixel 10 Pro Fold ($1,799)
SoC Google Tensor G5  Google Tensor G5  Google Tensor G5  Google Tensor G5
Memory 12GB 16GB 16GB 16GB
Storage 128GB / 256GB 128GB / 256GB / 512GB 128GB / 256GB / 512GB / 1TB 256GB / 512GB / 1TB
Display 6.3-inch 1080×2424 OLED, 60-120Hz, 3,000 nits 6.3-inch 1280×2856 LTPO OLED, 1-120Hz, 3,300 nits 6.8-inch 1344×2992 LTPO OLED, 1-120Hz, 3,300 nits External: 6.4-inch 1080×2364 OLED, 60-120Hz, 2000 nits; Internal: 8-inch 2076×2152 LTPO OLED, 1-120Hz, 3,000 nits
Cameras 48 MP wide with Macro

Focus, F/1.7, 1/2-inch sensor; 13 MP ultrawide, f/2.2, 1/3.1-inch sensor;

10.8 MP 5x telephoto, f/3.1, 1/3.2-inch sensor; 10.5 MP selfie, f/2.2
50 MP wide with Macro

Focus, F/1.68, 1/1.3-inch sensor; 48 MP ultrawide, f/1.7, 1/2.55-inch sensor;

48 MP 5x telephoto, f/2.8, 1/2.55-inch sensor; 42 MP selfie, f/2.2
50 MP wide with Macro

Focus, F/1.68, 1/1.3-inch sensor; 48 MP ultrawide, f/1.7, 1/2.55-inch sensor;

48 MP 5x telephoto, f/2.8, 1/2.55-inch sensor; 42 MP selfie, f/2.2
48 MP wide, F/1.7, 1/2-inch sensor; 10.5 MP ultrawide with Macro Focus, f/2.2, 1/3.4-inch sensor;

10.8 MP 5x telephoto, f/3.1, 1/3.2-inch sensor; 10.5 MP selfie, f/2.2 (outer and inner)
Software Android 16 Android 16 Android 16 Android 16
Battery 4,970 mAh,  up to 30 W wired charging, 15 W wireless charging (Pixelsnap) 4,870 mAh, up to 30 W wired charging, 15 W wireless charging (Pixelsnap) 5,200 mAh, up to 45 W wired charging, 25 W wireless charging (Pixelsnap) 5,015 mAh, up to 30 W wired charging, 15 W wireless charging (Pixelsnap)
Connectivity Wi-Fi 6e, NFC, Bluetooth 6.0, sub-6 GHz and mmWave 5G, USB-C 3.2 Wi-Fi 7, NFC, Bluetooth 6.0, sub-6 GHz and mmWave 5G, UWB, USB-C 3.2 Wi-Fi 7, NFC, Bluetooth 6.0, sub-6 GHz and mmWave 5G, UWB, USB-C 3.2 Wi-Fi 7, NFC, Bluetooth 6.0, sub-6 GHz and mmWave 5G, UWB, USB-C 3.2
Measurements 152.8 height×72.0 width×8.6 depth (mm), 204g 152.8 height×72.0 width×8.6 depth (mm), 207g 162.8 height×76.6 width×8.5 depth (mm), 232g Folded: 154.9 height×76.2 width×10.1 depth (mm); Unfolded: 154.9 height×149.8 width×5.1 depth (mm); 258g
Colors Indigo

Frost

Lemongrass

Obsidian
Moonstone

Jade

Porcelain

Obsidian
Moonstone

Jade

Porcelain

Obsidian
Moonstone

Jade

The rounded corners and smooth transitions between metal and glass make the phones comfortable to hold, even for the mammoth 6.8-inch Pixel 10 Pro XL. This phone is pretty hefty at 232 g, though—that’s even heavier than Samsung’s Galaxy Z Fold 7. I’m pleased that Google kept the smaller premium phone in 2025, offering most of the capabilities and camera specs of the XL in a more cozy form factor. It’s not as heavy, and the screen is a great size for folks with average or smaller hands.

Pixel 10 Pro

The Pixel 10 Pro is a great size.

Credit: Ryan Whitwam

The Pixel 10 Pro is a great size. Credit: Ryan Whitwam

On the back, you’ll still see the monolithic camera bar near the top. I like this design aesthetically, but it’s also functional. When you set a Pixel 10 down on a table or desk, it remains stable and easy to use, with no annoying wobble. While this element looks unchanged at a glance, it actually takes up a little more surface area on the back of the phone. Yes, that means none of your Pixel 9 cases will fit on the 10.

The Pixel 10’s body has fewer interruptions compared to the previous model, too. Google has done away with the unsightly mmWave window on the top of the phone, and the bottom now has two symmetrical grilles for the mic and speaker. What you won’t see is a SIM card slot (at least in the US). Like Apple, Google has gone all-in with eSIM, so if you’ve been clinging to that tiny scrap of plastic, you’ll have to give it up to use a Pixel 10.

Pixel 10 Pro XL side

The Pixel 10 Pro XL has polished sides that make it a bit slippery.

Credit: Ryan Whitwam

The Pixel 10 Pro XL has polished sides that make it a bit slippery. Credit: Ryan Whitwam

The good news is that eSIMs are less frustrating than they used to be. All recent Android devices have the ability to transfer most eSIMs directly without dealing with the carrier. We’ve moved a T-Mobile eSIM between Pixels and Samsung devices a few times without issue, but you will need Wi-Fi connectivity, which is an annoying caveat.

Display sizes haven’t changed this year, but they all look impeccable. The base model and smaller Pro phone sport 6.3-inch OLEDs, and the Pro XL’s is at 6.8 inches. The Pixel 10 has the lowest resolution at 1080p, and the refresh rate only goes from 60–120 Hz. The 10 Pro and 10 Pro XL get higher-resolution screens with LTPO technology that allows them to go as low as 1Hz to save power. The Pro phones also get slightly brighter but all have peak brightness of 3,000 nits or higher, which is plenty to make them readable outdoors.

Pixel 10 MagSafe

The addition of Qi2 makes numerous MagSafe accessories compatible with the new Pixels.

Credit: Ryan Whitwam

The addition of Qi2 makes numerous MagSafe accessories compatible with the new Pixels. Credit: Ryan Whitwam

The biggest design change this year isn’t visible on the outside. The Pixel 10 phones are among the first Android devices with full support for the Qi2 charging standard. Note, this isn’t just “Qi2 Ready” like the Galaxy S25. Google’s phones have the Apple-style magnets inside, allowing you to use many of the chargers, mounts, wallets, and other Apple-specific accessories that have appeared over the past few years. Google also has its own “Pixelsnap” accessories, like chargers and rings. And yes, the official Pixel 10 cases are compatible with magnetic attachments. Adding something Apple has had for years isn’t exactly innovative, but Qi2 is genuinely useful, and you won’t get it from other Android phones.

Expressive software

Google announced its Material 3 Expressive overhaul earlier this year, but it wasn’t included in the initial release of Android 16. The Pixel 10 line will ship with this update, marking the biggest change to Google’s Android skin in years. The Pixel line has now moved quite far from the “stock Android” aesthetic that used to be the company’s hallmark. The Pixel build of Android is now just as customized as Samsung’s One UI or OnePlus’ OxygenOS, if not more so.

Pixel 10 Material 3

Material 3 Expressive adds more customizable quick settings.

Credit: Ryan Whitwam

Material 3 Expressive adds more customizable quick settings. Credit: Ryan Whitwam

The good news is that Material 3 looks very nice. It’s more colorful and playful but not overbearing. Some of the app concepts shown off during the announcement were a bit much, but the production app redesigns Google has rolled out since then aren’t as heavy-handed. The Material colors are used more liberally throughout the UI, and certain UI elements will be larger and more friendly. I’ll take Material 3 Expressive over Apple’s Liquid Glass redesign any day.

I’ve been using a pre-production version of the new software, but even for early Pixel software, there have been more minor UI hitches than expected. Several times, I’ve seen status bar icons disappear, app display issues, and image edits becoming garbled. There are no showstopping bugs, but the new software could do with a little cleaning up.

The OS changes are more than skin-deep—Google has loaded the Pixel 10 series with a ton of new AI gimmicks aimed at changing the experience (and justifying the company’s enormous AI spending). With the more powerful Tensor G5 to run larger Gemini Nano on-device models, Google has woven AI into even more parts of the OS. Google’s efforts aren’t as disruptive or invasive as what we’ve seen from other Android phone makers, but that doesn’t mean the additions are useful.

It would be fair to say Magic Cue is Google’s flagship AI addition this year. The pitch sounds compelling—use local AI to crunch your personal data into contextual suggestions in Maps, Messages, phone calls, and more. For example, it can prompt you to insert content into a text message based on other messages or emails.

Despite having a mountain of personal data in Gmail, Keep, and other Google apps, I’ve seen precious few hints of Magic Cue. It once suggested a search in Google Maps, and on another occasion, it prompted an address in Messages. If you don’t use Google’s default apps, you might not see Magic Cue at all. More than ever before, getting the most out of the Pixel means using Google’s first-party apps, just like that other major smartphone platform.

Pixel 10 AI

Google is searching for more ways to leverage generative AI.

Credit: Ryan Whitwam

Google is searching for more ways to leverage generative AI. Credit: Ryan Whitwam

Google says it can take about a day after you set up the Pixel 10 before Magic Cue will be done ingesting your personal data—it takes that long because it’s all happening on your device instead of in the cloud. I appreciate Google’s commitment to privacy in mobile AI because it does have access to a huge amount of user data. But it seems like all that data should be doing more. And I hope that, in time, it does. An AI assistant that anticipates your needs is something that could actually be useful, but I’m not yet convinced that Magic Cue is it.

It’s a similar story with Daily Hub, an ever-evolving digest of your day similar to Samsung’s Now Brief. You will find Daily Hub at the top of the Google Discover feed. It’s supposed to keep you abreast of calendar appointments, important emails, and so on. This should be useful, but I rarely found it worth opening. It offered little more than YouTube and AI search suggestions.

Meanwhile, Pixel Journal works as advertised—it’s just not something most people will want to use. This one is similar to Nothing’s Essential Space, a secure place to dump all your thoughts and ideas throughout the day. This allows Gemini Nano to generate insights and emoji-based mood tracking. Cool? Maybe this will inspire some people to record more of their thoughts and ideas, but it’s not a game-changing AI feature.

If there’s a standout AI feature on the Pixel 10, it’s Voice Translate. It uses Gemini Nano to run real-time translation between English and a small collection of other languages, like Spanish, French, German, and Hindi. The translated voice sounds like the speaker (mostly), and the delay is tolerable. Beyond this, though, many of Google’s new Pixel AI features feel like an outgrowth of the company’s mandate to stuff AI into everything possible. Pixel Screenshots might still be the most useful application of generative AI on the Pixels.

As with all recent Pixel phones, Google guarantees seven years of OS and security updates. That matches Samsung and far outpaces OEMs like OnePlus and Motorola. And unlike Samsung, Google phone updates arrive without delay. You’ll get new versions of Android first, and the company’s Pixel Drops add new features every few months.

Modest performance upgrade

The Pixel 10 brings Google’s long-awaited Tensor G5 upgrade. This is the first custom Google mobile processor manufactured by TSMC rather than Samsung, using the latest 3 nm process node. The core setup is a bit different, with a 3.78 GHz Cortex X4 at the helm. It’s backed by five high-power Cortex-A725s at 3.05 GHz and two low-power Cortex-A520 cores at 2.25 GHz. Google also says the NPU has gotten much more powerful, allowing it to run the Gemini models for its raft of new AI features.

Pixel 10 family cameras

The Pixel 10 series keeps a familiar design.

Credit: Ryan Whitwam

The Pixel 10 series keeps a familiar design. Credit: Ryan Whitwam

If you were hoping to see Google catch up to Qualcomm with the G5, you’ll be disappointed. In general, Google doesn’t seem concerned about benchmark numbers. And in fairness, the Pixels perform very well in daily use. These phones feel fast, and the animations are perfectly smooth. While phones like the Galaxy S25 are faster on paper, we’ve seen less lag and fewer slowdowns on Google’s phones.

That said, the Tensor G5 does perform better in our testing compared to the G4. The CPU speed is up about 30 percent, right in line with Google’s claims. The GPU is faster by 20–30 percent in high-performance scenarios, which is a healthy increase for one year. However, it’s running way behind the Snapdragon 8 Elite we see in other flagship Android phones.

You might notice the slower Pixel GPU if you’re playing Genshin Impact or Call of Duty Mobile at a high level, but it will be more than fast enough for most of the mobile games people play. That performance gap will narrow during prolonged gaming, too. Qualcomm’s flagship chip gets very toasty in phones like the Galaxy S25, slowing down by almost half. The Pixel 10, on the other hand, loses less than 20 percent of its speed to thermal throttling.

Say what you will about generative AI—Google’s obsession with adding more on-device intelligence spurred it to boost the amount of RAM in this year’s Pro phones. You now get 16GB in the 10 Pro and 10 Pro XL. The base model continues to muddle along with 12GB. This could make the Pro phones more future-proof as additional features are added in Pixel Drop updates. However, we have yet to notice the Pro phones holding onto apps in memory longer than the base model.

The Pixel 10 series gets small battery capacity increases across the board, but it’s probably not enough that you’ll notice. The XL, for instance, has gone from 5,060 mAh to 5,200 mAh. It feels like the increases really just offset the increased background AI processing, because the longevity is unchanged from last year. You’ll have no trouble making it through a day with any of the Pixel phones, even if you clock a lot of screen time.

With lighter usage, you can almost make it through two days. You’ll probably want to plug in every night, though. Google has an upgraded always-on display mode on the Pixel 10 phones that shows your background in full color but greatly dimmed. We found this was not worth the battery life hit, but it’s there if you want to enable it.

Charging speed has gotten slightly better this time around, but like the processor, it’s not going to top the charts. The Pixel 10 and 10 Pro can hit a maximum of 30 W with a USB-C PPS-enabled charger, getting a 50 percent charge in about 30 minutes. The Pixel 10 Pro XL’s wired charging can reach around 45 W for a 70 percent charge in half an hour. This would be sluggish compared to the competition in most Asian markets, but it’s average to moderately fast stateside. Google doesn’t have much reason to do better here, but we wish it would try.

Pixel 10 Pro XL vs. Pixel 9 Pro XL

The Pixel 10 Pro XL (left) looks almost identical to the Pixel 9 Pro XL (right).

Credit: Ryan Whitwam

The Pixel 10 Pro XL (left) looks almost identical to the Pixel 9 Pro XL (right). Credit: Ryan Whitwam

Wireless charging is also a bit faster, but the nature of charging is quite different with support for Qi2. You can get 15 W of wireless power with a Qi2 charger on the smaller phones, and the Pixel 10 Pro XL can hit 25 W with a Qi2.2 adapter. There are plenty of Qi2 magnetic chargers out there that can handle 15 W, but 25 W support is currently much more rare.

Post-truth cameras

Google has made some changes to its camera setup this year, including the addition of a third camera to the base Pixel 10. However, that also comes with a downgrade for the other two cameras. The Pixel 10 sports a 48 MP primary, a 13 MP ultra wide, and a 10.8 MP 5x telephoto—this setup is most similar to Google’s foldable phone. The 10 Pro and 10 Pro XL have a slightly better 50 MP primary, a 48 MP ultrawide, and a 48 MP 5x telephoto. The Pixel 10 is also limited to 20x upscaled zoom, but the Pro phones can go all the way to 100x.

Pixel 10 camera closeup

The Pixel 10 gets a third camera, but the setup isn’t as good as on the Pro phones.

Credit: Ryan Whitwam

The Pixel 10 gets a third camera, but the setup isn’t as good as on the Pro phones. Credit: Ryan Whitwam

The latest Pixel phones continue Google’s tradition of excellent mobile photography, which should come as no surprise. And there’s an even greater focus on AI, which should also come as no surprise. But don’t be too quick to judge—Google’s use of AI technologies, even before the era of generative systems, has made its cameras among the best you can get.

The Pixel 10 series continues to be great for quick snapshots. You can pop open the camera and just start taking photos in almost any lighting to get solid results. Google’s HDR image processing brings out details in light and dark areas, produces accurate skin tones, and sharpens details without creating an “oil painting” effect when you zoom in. The phones are even pretty good at capturing motion, leaning toward quicker exposures while still achieving accurate colors and good brightness.

Pro phone samples:

Outdoor light. Ryan Whitwam

The Pixel 10 camera changes are a mixed bag. The addition of a telephoto lens for Google’s cheapest model is appreciated, allowing you to get closer to your subject and take greater advantage of Google’s digital zoom processing if 5x isn’t enough. The downgrade of the other sensors is noticeable if you’re pixel peeping, but it’s not a massive difference. Compared to the Pro phones, the base model doesn’t have quite as much dynamic range, and photos in challenging light will trend a bit dimmer. You’ll notice the difference most in Night Sight shots.

The camera experience has a healthy dose of Gemini Nano AI this year. The Pro models’ Pro Res Zoom runs a custom diffusion model to enhance images. This can make a big difference, but it can also be inaccurate, like any other generative system. Google opted to expand its use of C2PA labeling to mark such images as being AI-edited. So you might take a photo expecting to document reality, but the camera app will automatically label it as an AI image. This could have ramifications if you’re trying to document something important. The AI labeling will also appear on photos created using features like Add Me, which continues to be very useful for group shots.

Non-Pro samples:

Bright outdoor light. Ryan Whitwam

Google has also used AI to power its new Camera Coach feature. When activated in the camera viewfinder, it analyzes your current framing and makes suggestions. However, these usually amount to “subject goes in center, zoom in, take picture.” Frankly, you don’t need AI for this if you have ever given any thought to how to frame a photo—it’s pretty commonsense stuff.

The most Google-y a phone can get

Google is definitely taking its smartphone efforts more seriously these days, but the experience is also more laser-focused on Google’s products and services. The Pixel 10 is an Android phone, but you’d never know it from Google’s marketing. It barely talks about Android as a platform—the word only appears once on the product pages, and it’s in the FAQs at the bottom. Google prefers to wax philosophical about the Pixel experience, which has been refined over the course of 10 generations. For all intents and purposes, this is Google’s iPhone. For $799, the base-model Pixel is a good way to enjoy the best of Google in your pocket, but the $999 Pixel 10 Pro is our favorite of the bunch.

Pixel 10 flat

The Pixel 10 series retains the Pixel 9 shape.

Credit: Ryan Whitwam

The Pixel 10 series retains the Pixel 9 shape. Credit: Ryan Whitwam

The design, while almost identical to last year’s, is refined and elegant, and the camera is hard to beat, even with more elaborate hardware from companies like Samsung. Google’s Material 3 Expressive UI overhaul is also shaping up to be a much-needed breath of fresh air, and Google’s approach to the software means you won’t have to remove a dozen sponsored apps and game demos after unboxing the phone. We appreciate Google’s long update commitment, too, but you’ll need at least one battery swap to have any hope of using this phone for the full support period. Google will also lower battery capacity dynamically as the cell ages, which may be frustrating, but at least there won’t be any sudden nasty surprises down the road.

These phones are more than fast enough with the new Tensor G5 chip, and if mobile AI is ever going to have a positive impact, you’ll see it first on a Pixel. While almost all Android phone buyers will be happy with the Pixel 10, there are a few caveats. If high-end mobile gaming is a big part of your smartphone usage, it might make sense to get a Samsung or OnePlus phone, with their faster Qualcomm chips. There’s also the forced migration to eSIM. If you have to swap SIMs frequently, you may want to wait a bit longer to migrate to eSIM.

Pixel 10 edge

The Pixel design is still slick.

Credit: Ryan Whitwam

The Pixel design is still slick. Credit: Ryan Whitwam

Buying a Pixel 10 is also something of a commitment to Google as the integrated web of products and services it is today. The new Pixel phones are coming at a time when Google’s status as an eternal tech behemoth is in doubt. Before long, the company could find itself split into pieces as a result of pending antitrust actions, so this kind of unified Google vision for a smartphone experience might not exist in the future. The software running on the Pixel 10 seven years hence may be very different—there could be a lot more AI or a lot less Google.

But today, the Pixel 10 is basically the perfect Google phone.

The good

  • Great design carried over from Pixel 9
  • Fantastic cameras, new optical zoom for base model
  • Material 3 redesign is a win
  • Long update support
  • Includes Qi2 with magnetic attachment
  • Runs AI on-device for better privacy

The bad

  • Tensor G5 doesn’t catch up to Qualcomm
  • Too many perfunctory AI features
  • Pixel 10’s primary and ultrawide sensors are a slight downgrade from Pixel 9
  • eSIM-only in the US

Photo of Ryan Whitwam

Ryan Whitwam is a senior technology reporter at Ars Technica, covering the ways Google, AI, and mobile technology continue to change the world. Over his 20-year career, he’s written for Android Police, ExtremeTech, Wirecutter, NY Times, and more. He has reviewed more phones than most people will ever own. You can follow him on Bluesky, where you will see photos of his dozens of mechanical keyboards.

Google Pixel 10 series review: Don’t call it an Android Read More »

genetically,-central-american-mammoths-were-weird

Genetically, Central American mammoths were weird

This led a Mexican-European research collaboration to get interested in finding DNA from elsewhere in the Columbian mammoth’s range, which extended down into Central America. The researchers focused on the Basin of Mexico, which is well south of where any woolly mammoths were likely to be found. While the warmer terrain generally tends to degrade DNA more quickly, the team had a couple of things working in its favor. To begin with, there were a lot of bones. The Basin of Mexico has been heavily built up over the centuries, and a lot of mammoth remains have been discovered, including over 100 individuals during the construction of Mexico City’s international airport.

In addition, the team focused entirely on the mitochondrial genome. In contrast to the two sets of chromosomes in each cell, a typical cell might have hundreds of mitochondria, each of which could have dozens of copies of its genome. So, while the much smaller mitochondria don’t provide as much detail about ancestry, they’re at least likely to survive at high enough levels to provide something to work with.

And indeed they did. Altogether, the researchers obtained 61 new mitochondrial genomes from the mammoths of Mexico from the 83 samples they tested. Of these, 28 were considered high enough quality to perform an analysis.

Off on their own

By building a family tree using this genetic data, along with that from other Columbian and woolly mammoth samples, the researchers could potentially determine how different populations were related. And one thing became very clear almost immediately: They were in a very weird location on that tree.

To begin with, all of them clustered together in a single block, although there were three distinct groupings within that block. But the placement of that block within the larger family tree was notably strange. To begin with, there were woolly mammoths on either side of it, suggesting the lineage was an offshoot of woolly mammoths. That would make sense if all Columbian mammoths clustered together with the Mexican ones. But they don’t. Some Columbian mammoths from much farther north are actually more closely related to woolly mammoths than they are to the Mexican mammoths.

Genetically, Central American mammoths were weird Read More »

porsche-adds-digital-keys,-in-car-gaming-to-2026-macan-electric

Porsche adds digital keys, in-car gaming to 2026 Macan Electric

There’s also a trained parking feature, which lets you record up to five parking routines. Once the car recognizes it’s in a parking environment that it knows, it will offer to take over the job of putting your car away for you, although only with the driver in the car—this does not appear to be a remote parking feature that you control by phone.

And there’s a new reversing assist. This can remember up to 160 feet (49 m) of a route that it has just traveled forward, so that it can automatically reverse back the way it came, which Porsche says should be “ideal for narrow access roads or winding parking garages.”

The AirConsole in-car gaming platform that we started seeing in other German luxury cars of late has been added to the infotainment. This lets you pair your phone as a controller or use Bluetooth game controllers, and the App Store contains a bunch of games, including a passable Mario Kart clone, last I checked. Porsche says it has also beefed up the in-car voice assistant with better AI, created a better charging planner app that lets you prioritize individual charging stations, and increased the towing capacity from 4,400 lbs to 5,500 lbs (1,995–2,495 kg).

Porsche adds digital keys, in-car gaming to 2026 Macan Electric Read More »

intel-details-everything-that-could-go-wrong-with-us-taking-a-10%-stake

Intel details everything that could go wrong with US taking a 10% stake


Intel warns investors to brace for losses and uncertainties.

Some investors are not happy that Intel agreed to sell the US a 10 percent stake in the company after Donald Trump attacked Intel CEO Lip-Bu Tan with a demand to resign.

After Intel accepted the deal at a meeting with the president, it alarmed some investors when Trump boasted that his pressure campaign worked, claiming Tan “walked in wanting to keep his job, and he ended up giving us $10 billion for the United States.”

“It sets a bad precedent if the president can just take 10 percent of a company by threatening the CEO,” James McRitchie, a private investor and shareholder activist in California who owns Intel shares, told Reuters. To McRitchie, Tan accepting the deal effectively sent the message that “we love Trump, we don’t want 10 percent of our company taken away.”

McRitchie wasn’t the only shareholder who raised an eyebrow. Kristin Hull, chief investment officer of a California-based activist firm called Nia Impact Capital—which manages shares in Intel for its clients—told Reuters she has “more questions than confidence” about how the deal will benefit investors. To her, the deal seems to blur some lines “between where is the government and where is the private sector.”

As Reuters explains, Intel agreed to convert $11.1 billion in CHIPS funding and other grants “into a 9.9 percent equity stake in Intel.”

Some early supporters of the agreement—including tech giants like Microsoft and Trump critics like Bernie Sanders (I-Vt.)—have praised the deal as allowing the US to profit off billions in CHIPS grants that Intel was awarded under the Biden administration. After pushing for the deal, Commerce Secretary Howard Lutnick criticized Joe Biden for giving away CHIPS funding “for free,” while praising Trump for turning the CHIPS Act grants into “equity for the Trump administration” and “for the American people.”

But to critics of the deal, it seems weird for the US to swoop in and take stake in a company that doesn’t need government assistance. The only recent precedent was the US temporarily taking stake in key companies considered vital to the economy that risked going under during the 2008 financial crisis.

Compare that to the Intel deal, where Tan has made it clear that Intel, while struggling to compete with rivals, “didn’t need the money,” Reuters noted—largely due to SoftBank purchasing $2 billion in Intel shares in the days prior to the US agreement being reached. Instead, the US is incentivized to take the stake to help further Trump’s mission to quickly build up a domestic chip manufacturing supply chain that can keep the US a global technology leader at the forefront of AI innovation.

Investors told Reuters that it’s unusual for the US to take this much control over a company that’s not in crisis, noting that “this level of tractability was not usually associated with relations between businesses and Washington.”

Intel did not immediately respond to Ars’ request to comment on investors’ concerns, but a spokesperson told Reuters that Intel’s board has already approved the deal. In a press release, the company emphasized that “the government’s investment in Intel will be a passive ownership, with no Board representation or other governance or information rights. The government also agrees to vote with the Company’s Board of Directors on matters requiring shareholder approval, with limited exceptions.”

Intel reveals why investors should be spooked

The Trump administration has also stressed that the US stake in Intel does not give the Commerce Department any board seats or any voting or governance rights in Intel. Instead, the terms stipulate that the Commerce Department must “support the board on director nominees and proposals,” an Intel securities filing said.

However, the US can vote “as it wishes,” Intel reported, and experts suggested to Reuters that regulations may be needed to “limit government opportunities for abuses such as insider trading.” That could reassure investors somewhat, Rich Weiss, a senior vice president and chief investment officer of multi-asset strategies for American Century Investments, told Reuters. Without such laws, Weiss noted that “in an unchecked scenario of government direct investing, trading in those companies could be much riskier for investors.”

It also seems possible that the US could influence Intel’s decisions without the government explicitly taking voting control, experts suggested. “Several investors and representatives” told Reuters that the US could impact major decisions regarding things like layoffs or business shifts into foreign markets. At a certain point, Intel may be stuck choosing between corporate and national interests, Robert McCormick, executive director of the Council of Institutional Investors, told Reuters.

“A government stake in an otherwise private entity potentially creates a conflict between what’s right for the company and what’s right for the country,” McCormick suggested.

Further, Intel becoming partly state-controlled risks disrupting Intel’s non-US business, subjecting the company to “additional regulations, obligations or restrictions, such as foreign subsidy laws or otherwise, in other countries,” Intel’s filing said.

In the filing, Intel confirmed directly to investors that they have good cause to be spooked by the US stake. Offering a bulleted list, the company outlined “a number of risks and uncertainties” that could “adversely impact” shareholders due to “the US Government’s ownership of significant equity interests in the company.”

Perhaps most alarming in the short term, Intel admitted that the deal will dilute investors’ stock due to the discounted shares issued to Trump. And their shares could suffer additional dilutions if certain terms of the deal are “triggered” or “exercised,” Intel noted.

In the long term, investors were told that the US stake may limit the company’s eligibility for future federal grants while leaving Intel shareholders dwelling in the uncertainty of knowing that terms of the deal could be voided or changed over time, as federal administration and congressional priorities shift.

Additionally, Intel forecasted potential legal challenges over the deal, which Intel anticipates could come from both third parties and the US government.

The final bullet point in Intel’s risk list could be the most ominous, though. Due to the unprecedented nature of the deal, Intel fears there’s no way to anticipate myriad other challenges the deal may trigger.

“It is difficult to foresee all the potential consequences,” Intel’s filing said. “Among other things, there could be adverse reactions, immediately or over time, from investors, employees, customers, suppliers, other business or commercial partners, foreign governments or competitors. There may also be litigation related to the transaction or otherwise and increased public or political scrutiny with respect to the Company.”

Meanwhile, it’s hard to see what Intel truly gains from the deal other than maybe getting Trump off its back for a bit. A Fitch Ratings research note reported that “the deal does not improve Intel’s BBB credit rating, which sits just above junk status” and “does not fundamentally improve customer demand for Intel chips” despite providing “more liquidity,” Reuters reported.

Intel’s filing, in addition to rattling investors, likely also serves as a warning sign to other companies who may be approached by the Trump administration to strike similar deals. So far, the administration has confirmed that the US is not eyeing a stake in Nvidia and seems unlikely to seek a stake in the Taiwan Semiconductor Manufacturing Company. While Lutnick has said he plans to push to make more deals, any chipmakers committing to increasing investments in the US, sources told the Wall Street Journal, will supposedly be spared from pressure to make a similar deal.

Photo of Ashley Belanger

Ashley is a senior policy reporter for Ars Technica, dedicated to tracking social impacts of emerging policies and new technologies. She is a Chicago-based journalist with 20 years of experience.

Intel details everything that could go wrong with US taking a 10% stake Read More »

the-outer-worlds-2-wants-you-to-join-the-space-police

The Outer Worlds 2 wants you to join the space police

Then there’s the way the game stresses a number of early dialogue choices, telling you how your fellow agents will remember when you choose to treat them with eager support or stern rebuke at key moments. Without getting too much into early game spoilers, I’ll say that the medium-term consequences of these kinds of decisions are not always obvious; concerned players might want to keep a few save files handy for gaming out the “best” outcomes from their choices.

Bang bang

The early moment-to-moment gameplay in The Outer Worlds 2 will be broadly familiar to those who played the original game, right down to the Tactical Time Dilation device that slows down enemies enough for you to line up a perfect headshot (though not enough for Max Payne-style acrobatics, unfortunately). But I did find myself missing the first game’s zippy double-jump-style dodging system, which doesn’t seem to be available in the prologue of the sequel, at least.

Shooting feels pretty clean and impactful in the early game firefights.

Credit: Obsidian / Kyle Orland

Shooting feels pretty clean and impactful in the early game firefights. Credit: Obsidian / Kyle Orland

The game’s first action setpiece lets you explicitly choose whether to go in guns blazing or focus on stealth and sneak attacks, but characters that invest in conversational skills might find they’re able to talk their way past some of the early encounters. When it comes time to engage in a firefight, thus far I’ve found the “Normal” difficulty to be laughably easy, while the “Hard” difficulty is a bit too punishing, making me wish for more fine-tuning.

The prologue stops before I was able to engage with important elements like the leveling system or the allied computer-controlled companions, making it a rather incomplete picture of the full game. Still, it was enough to whet my appetite for what seems set to be another tongue-in-cheek take on the space adventure genre.

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