Priya: [dry] Looks like Grubhub is finally paying up for listing restaurants that never even asked to be on its platform.
Theo: I'm Theo.
Priya: And I'm Priya.
Theo: And this is The Daily Build for Wednesday, August 12th, 2026.
Priya: We've got three stories today where the numbers are just staggering.
Theo: That Grubhub check you might have been waiting for? It could finally be in the mail.
Priya: Then, an AI startup is reportedly seeking a forty billion dollar valuation, just months after its last mega-round.
Theo: And some of AI's biggest names are now making the case against more regulation. We'll get into why.
Theo: Alright, let's dig into that food delivery news. Priya, a check from Grubhub?
Priya: That's right. The FTC is finally mailing out checks from a twenty-three-point-eight-million-dollar settlement with Grubhub over its business practices.
Theo: Almost twenty-four million dollars... that's a lot of delivery fees. What exactly did they do wrong?
Priya: The FTC had a whole laundry list. There were allegations of bait-and-switch fees, but the big one was listing restaurants on their app without permission.
Theo: Wait, what? You could order from a pizza place on Grubhub, and the restaurant had no idea it was even listed?
Priya: That's the claim. Grubhub would take the order, and then someone from their team would just call the restaurant and place it like a normal customer. You can imagine the chaos it created for small business owners.
Theo: That is wild. It's like a corporate prank call. So who gets the settlement money?
Priya: According to TechCrunch, the checks are going out to affected diners and drivers — not just the restaurants.
Theo: So the bottom line is... check your mailbox for a surprise check?
Priya: Exactly. But don't get too excited. Spreading this money across millions of users means individual payouts will likely be small. Think 'buy a coffee' money, not 'pay your rent' money.
Theo: Still, it's something. A win for the little guy, even if it's a little win.
Priya: [dry] A win that took years to arrive. I'd call it a rounding error for Grubhub, but fine.
Priya: Alright, let's talk about a company with a valuation that is just... staggering.
Theo: This is Cognition, right? The 'Devin, the AI coder' people. They raised a ton of money just back in the spring.
Priya: A ton is an understatement. They raised one billion dollars at a twenty-six billion dollar valuation.
Theo: Which was already eye-watering. What's the latest?
Priya: TechCrunch is reporting they're already in talks to raise another round... just months later.
Theo: Already? Why? To do what?
Priya: To reach a forty. Billion. Dollar. Valuation.
Theo: FORTY BILLION? That's a fourteen billion dollar jump in just a few months. How is that even possible?
Priya: [sarcastic] Welcome to the AI hype cycle, Theo. It's not about profits. It's not even about revenue. It's about the narrative, and the fear of missing out.
Theo: Okay, but to be optimistic for a second... if you think you have world-changing tech, you raise all you can to build fast and corner the talent market. That's the moonshot playbook.
Priya: Or... you raise because there's an endless line of investors ready to throw money at anything with 'AI' in the pitch deck. This valuation is paper. It isn't real until there's a real, sustainable business.
Theo: So it's a signal of just how white-hot the AI market is. It's a total gold rush.
Priya: It's a gold rush where the people selling the shovels are making billions before anyone's found any gold. Just remember that.
Theo: Let's stick with AI for our last story, but from a totally different angle: the open-source debate.
Priya: Right. Over at the Ai4 conference, you had three legends on stage: Geoffrey Hinton, Fei-Fei Li, and Andrew Ng. Basically, AI royalty.
Theo: These are people who've been very vocal about the risks. So I'm guessing they were calling for more guardrails, more regulation?
Priya: And here's the shocker: Nope. All three made a strong case for keeping AI development open source.
Theo: Whoa. Even Hinton? The guy who famously quit Google over safety fears? How does he square that?
Priya: His logic is that the genie is already out of the bottle. Trying to stop progress is futile, so the safest path is to have more eyes on the tech. Open models let academics everywhere inspect for flaws, which is better than having it locked inside a single company.
Theo: So, sunlight is the best disinfectant.
Priya: Exactly. And Andrew Ng took it a step further, framing it as an issue of economic competition with China.
Theo: How so?
Priya: He argued that if the U.S. over-regulates, only giants like Google or OpenAI can build these models. And that means we lose our biggest advantage: the massive, scrappy, open-source community. He believes that's the only way the U.S. can out-innovate a state-sponsored push from China.
Theo: So the biggest debate in tech right now isn't just about safety, it's about strategy. Do you go with closed, controlled systems, or open, chaotic... but maybe faster... innovation?
Priya: And three of the people who literally created the field are now saying we need to stay open to compete. That's a huge shift in the conversation.
Theo: Alright, to recap: Check your mail for a small—but satisfying—check from Grubhub's FTC settlement.
Priya: AI startup Cognition is reaching for a forty-billion-dollar valuation, proving the hype train is still running at full speed.
Theo: And AI's own pioneers are pushing for open-source development as the best way to stay both safe and competitive.
Priya: And before we go... Theo, have you seen this new 'smart' salt shaker that just launched?
Theo: [laughs] A smart salt shaker? Please tell me it doesn't tweet my sodium intake.
Priya: Worse. It pairs with your health app, tracks how much you pour, and flashes a passive-aggressive red light when you're about to exceed your daily limit. For the low, low price of one hundred and forty-nine dollars.
Theo: I would throw that thing out the window on day one. I think I'll stick with my regular, non-judgmental salt shaker, thank you.
Theo: That's our show for Wednesday, August 12th! We'll be back in your feeds tomorrow.
Priya: Until then, check your app permissions. We'll see you.
This show is made with AI: the hosts’ voices are synthetic and the scripts are AI-assisted. Every story links to its original source.