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Its bet is that studying how humans engage with robots produces both better interfaces and possibly a different kind of robotic brain. The public robots.online experiment lets users try text, audio, demonstrations, and other interaction patterns while the company observes how people naturally attempt to get machines to do things.

Packy McCormick
2d ago

He essentially turned $200 million into $45 billion in two years, given back in a month and I'm not even clear what's left or what's next.

2d ago

There is a potential '2008 real estate' analogy in AI infrastructure. Hyperscalers and neo-clouds have built data centers based on promises of future compute purchases, creating a credit-like structure tied to tenants whose long-term profitability is uncertain.

1w ago

We are very bad at feeling exponentials from the inside, and we are currently inside one. I think this also explains the turbulence around AI better than the usual stories about hype. AI is not capable of being a real cybersecurity threat until suddenly it is, causing sudden and improvised policy changes at the highest level of government.

1w ago

If every new Chinese model has the potential to debut in the top five best models by intelligence, that's a big problem for the AI industrial complex of the U.S. The China problem in AI for the United States isn't just there, it's getting worse.

1w ago

AI's ability to port the essential backend programs that run on archaic technology will mean those missed sales never come back.

2w ago

The UK is the world's third-largest destination for private AI capex investment over 2013-25, behind only the US and China, according to Stanford's 2026 AI Index Report. Bank of America makes the argument that the takeover wave is a short-term facet of foreign direct investment that's shifting the UK economy in the longer term "towards higher productivity/capital intensity".

2w ago

Geoffrey Hinton, one of the inventors of modern AI, famously predicted the end of human radiologists within a few years, only to see a boom in hiring and salaries for radiologists when it turned out that AI actually complemented their skills. So how the heck are businesspeople and inventors supposed to 'steer' AI toward being complementary to human workers?

2w ago

"It was obvious to us that 10,000 other people were going to go do the content thing," he says. For Ghetti, those "flashiest" uses missed the most important questions: how could we use technology to truly understand our own digital footprint, our own precious data? More importantly: if we got there, how would we control those treasure troves, so that we weren't putting the big AI labs like OpenAI in charge of our own "personal worlds"?

2w ago

The implication is clear, and worrisome: employers are increasingly turning to AI systems to do the entry-level work that their junior workers once did. For the moment, that seems to be creating jobs for more senior workers. But what will happen should AI systems be able to do those tasks, too?

2w ago

"Regardless of what industry you care about, automotive and aerospace, manufacturing and defense, climate, energy, semiconductors, electronics, the most important industries in the world are all a direct result from materials R&D. So to us, it felt like the perfect blend where you have this technology that is completely changing the paradigm in discovery, and you have this field that's 100-something years old and hasn't had it happen yet. That's a place that we should attack."

3w ago

The real version is more useful to you as an investor: the single most capable model Anthropic has ever released to the public was considered serious enough that a government reached for emergency export controls — and it's now sitting in the same app you already use.

3w ago

Our experiment involves 1,500 participants in 30 decision environments spanning core domains in economics and the social sciences…[W]e find that AI advice depolarizes choices on average, moving participants away from their initial leanings. This depolarization arises despite the LLM being measurably sycophantic: it disproportionately offers considerations that support users' initial leanings and uses agreeable and flattering language.

4w ago

We are very bad at feeling exponentials from the inside, and we are currently inside one. AI is not capable of being a real cybersecurity threat until suddenly it is, causing sudden and improvised policy changes at the highest level of government. Markets discount whether AI might threaten to undermine a business model until suddenly it can, leading to massive swings in stocks.

4w ago

It's bizarre to have something with this superhuman breadth that knows all the fields so well, and yet isn't finding those lightning bolts that connect them. I think we're starting to see sparks of it actually finding connections between the things it's an expert at.

4w ago

It raises the possibility that self-employment is the future of employment. It's easy enough to imagine a future in which relying on a group of other humans for your economic sustenance won't be as important — instead, we'll all be like little private ship captains, ordering around our crews of AI agents.

1mo ago

China's AI enthusiasm seems real. But for a population that lived through the mass layoffs of the 1990s, optimism and fear can look identical from the outside.

1mo ago
stratechery.com
2026.26: Summer Vibes

fretting about the future can foreclose an appreciation at how incredibly awesome this technology is, and that the possibilities really are endless. You can do anything — even organize your garage. That might sound silly, but technology, for all of its importance, is also fun, and I'm having a blast.

1mo ago

tech companies started raising millions of venture capital dollars and scraping my music without my consent. They now use his own work to generate 'shittier music with it that is inadvertently associated with my name—and then attempting to resell that in the same economy in which I make money from my music.'

1mo ago

"Anthropic and OpenAI salespeople walk in like heroes, get a contract, and leave to literally never be seen again." There's an adage in tech: nobody ever got fired for buying IBM. Habib proposes an update: "People should be getting f***ing fired," she says. "That's the best way to infuse some sanity into this market."

1mo ago

The striking part is not the total. It is the concentration. The money tripled while the number of deals collapsed: just 34 deals so far in 2026, against 99 across all of 2025 and 127 in 2024. Investors have stopped spreading small bets across dozens of startups and started pouring billions into the few players they believe will own the market.

1mo ago

Figma was born of a technical breakthrough that leveraged WebGL to deliver powerful graphical capabilities in the browser; the browser made Figma collaborative, what I call the operating system of design. Figma has had a fascinating road: the company accepted an acquisition offer from Adobe in 2022, but due to regulatory resistence the latter was forced to abandon the merger in late 2023. Figma instead IPO'd in 2025, and after skyrocketing to a valuation of $56.3 billion, has since crashed to a market cap of less than $10 billion, less than half of Adobe's offer, thanks in large part to a market narrative that the company is an AI loser.

1mo ago
theconvivialsociety
Your AI Is Not a Tool

The care and intentionality is beside the point, and our confidence in such vigilance probably works against us in the long run. 'The teams using AI most carefully are the ones losing the ability to tell a good option from a merely safe one. The malformation doesn't skip the diligent. It recruits them.'

1mo ago

The model doesn't actually remember previous conversations unless you use the Memory feature or paste in prior context yourself. Each new chat window starts completely fresh, which means if you want consistency across sessions, you have to build that context manually.

1mo ago

Anthropic's Claude earns more revenue per user than ChatGPT does. That emphasis on B2B and superiority in coding models is really turning out to be a better commercial strategy.

1mo ago

The fear of job loss is "super justified," she told me; in her view, AI has made hiring junior employees "extremely expensive and completely unsustainable for a startup," because every hire now competes with the leverage of what she calls a "1,000x engineer."

1mo ago

Inside the companies pulling ahead — Anthropic, Cursor, Cognition, Replit, and a small number of others — a different unit shape had emerged: five-to-ten people, direct CEO reporting, broad decision rights, hybrid roles, communication overhead at roughly one-tenth of a comparably-staffed conventional product unit.

1mo ago

"I think the pie in the sky, the North Star is real-time biological computing, where we're actually plugging biological networks or neurons into data centers for real-time inference, for things like intuition, for a personalized AI that's constantly learning, just like the brain does."

1mo ago

If 78% sounds like a lackluster C+ grade to you, Bhushan explains that a single person, even an expert one, would likely fail the same test, scoring maybe 10% at best. "These are questions that would be complex for a human to even attempt," he tells Upstarts.

1mo ago

The promise of AI is that it will turn businesses into software so that they can evolve over millions of tiny iterations. Beautiful, ideal, complex things can only emerge as the result of tremendous trial and error over time. You cannot build perfection, only discover it.

1mo ago

It's a striking inversion of the pandemic, when the people who could work from home were the safest — and the essential workers who couldn't were the most exposed. That inversion is also why (like Edwards) Kinder rejects a standard San Francisco answer for AI job loss, which is to skip straight to universal basic income. If everyone gets a check big enough to replace a displaced software engineer's salary, she asks, why would anyone keep showing up to police the streets, build houses, or staff hospitals?

1mo ago

The map required the AI to make judgement calls about hundreds of little choices, and it just made them, without me understanding the choices or having a chance to weigh in. In many ways, it is miraculous (I can always ask for edits at the end) on the other, it turns AI into the ultimate black box.

1mo ago

The worst websites often belong to the best manufacturers. Heritage brands that have been making quality products for decades frequently have terrible websites that are hard to navigate. This puts them at a disadvantage compared with Amazon or well-funded DTC brands. AI levels the playing field by making it just as easy to shop from a 100-year-old manufacturer with a clunky website as from Amazon.

1mo ago

The number of apps with significant usage is actually going down in the age of AI, even as people are releasing floods of new apps into the world. The deeper story here may be that demand for many of the things that generative AI produces might be a lot more inelastic than we thought. The things we really want a lot more of may not actually be the things that generative AI is yet equipped to provide.

1mo ago

"There's a hype cycle game that sometimes works. And one model someone gave me was B2B software, AI whatever, in 2026 is much more like crypto in 2021, than [it is like] B2B in 2021. The hype matters. The hype goes into the next round. When you have that round and you have the valuation, you get more investors, you get more customers, you get more employees. Hopefully, then, you're using that to build real things, and rinse and repeat. But there is a hype 'fake it 'til you make it' game that I think can work."

1mo ago

I think some of the conversation around AI is deeply, deeply classist …. It feels like some of that comes from being a little high on your own supply of how amazing your technology is when you hawk it. And it comes from this idea that some workers are better or more special than others, which makes your technology better or more special. That's also a way of saying the value of other workers is a lot lower — so it doesn't matter if they're displaced, it only matters if these workers are displaced.

2mo ago

In the Electric Era, maintaining design leadership without manufacturing leadership is not a coherent strategic position, and one that gets less coherent the better you believe AI will get.

2mo ago

Nobody told you more than 220 companies that once hit billion-dollar valuations are now considered 'fallen unicorns'. The concentration of capital is also damaging - in that, the AI boom that has funneled more than $250 billion into OpenAI and Anthropic and reset valuations on entire classes of startups.

2mo ago

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