Ten Billion Dollars, One Rogue Agent, and a Logo Tattoo

Lauren: BGHOST1mhm Derek: Hey everyone, welcome back to Tech Insider Weekly. Speaker 3: And oh man, do we have a show for you today. Derek: Seriously, I don't even know where to start. We're opening with the Anthropic story, a $10 billion compute deal with a startup most people have never heard of. Speaker 3: Wait, back up. You're saying NVIDIA and Dell are basically funding the same customers they're selling to? Derek: That's the exact wrinkle. And there's a battery startup that just paid... Just picked up over half a billion to fix a grid problem nobody's watching. Speaker 3: Huh, Okay, and there's also a rogue AI agent that went hunting for trouble completely Derek: BGHOST2wow, Speaker 3: on its own. Derek: that one's a little terrifying, not going to lie. Speaker 3: Just a little, and that's before the robots and the venture math even come up. Derek: I know, I know, it's a lot in the best way. Speaker 3: All right, kick us off then. Derek: Straight into the Anthropic deal then. Speaker 3: Mm-hmm. Derek: Okay, $10 billion. That number has been stuck in my head all morning. Speaker 3: 10 billion for what exactly? Derek: A computing deal. Anthropic just signed it with a cloud startup called Volta. Speaker 3: Volta? I hadn't heard that name before today. Derek: Nobody had. Lucas Ropek at TechCrunch broke it this morning. Anthropic writing a check that size to a company most of us couldn't place on a map. Speaker 3: And that's the whole deal? Straight compute, no strings? Derek: That's the deal. But here's the number that actually stopped me. Bloomberg says Volta's own valuation is $2.4 billion. Speaker 3: Wait, wait, wait. The contract is four times the size of the company signing it? Derek: Four times. Let's get real for a second. How does a $2.4 billion startup underwrite a $10 billion commitment? What's actually backing that? Speaker 3: Well, that's the part that makes it make sense. Bloomberg also has... has NVIDIA and Dell as backers in that same funding round. Derek: So the chip maker and the hardware maker are funding the startup that's about to go buy their gear. Speaker 3: Exactly. They're not just investors here. They're underwriting their own future customer. Derek: That's a hell of a flywheel. Speaker 3: It is. Reuters had the same numbers. Volta announcing the $2.4 billion valuation and the $10 billion partnership in the same breath. Derek: Okay, but for anyone who hears AI Cloud and thinks, and thinks, isn't that just AWS with better branding? Speaker 3: No, this is where it actually gets specific. AWS built its business renting out general purpose servers for whatever workload you throw at it. Derek: Right. Speaker 3: AI Cloud like Volta is built around one thing, giant clusters of GPUs wired together so a company like Anthropic can train and run huge models without building its own data center from scratch. Derek: So less rent a computer, more rent an entire... an entire power plant of chips. Speaker 3: Basically, and that's why the valuation gap matters less than it looks. Anthropic isn't paying for Volta's balance sheet; it's paying for guaranteed access to chips nobody else can get their hands on. Derek: Compute scarcity is the whole business model. Speaker 3: That's the bet. Derek: Switching gears here because chips need power and the grid's turning into the next bottleneck. Speaker 3: Oh, this is the part nobody's talking about. Speaker 4: Bloomberg reported this week that a battery startup called Antora Energy just raised $550 million for Derek: For batteries, not chips? Speaker 4: thermal batteries, storage aimed straight at heavy industry and data centers that need power the grid can't reliably deliver. Derek: So while Anthropic is fighting over chips, somebody else is fighting over electrons. Speaker 4: Same war, different front. Derek: So while Anthropic is writing checks that d- dwarf the company cashing them, NVIDIA and Dell bankrolling their own customer, and a battery startup pulling a half-billion because the grid can't keep pace. Speaker 4: All in the same week. Derek: All in the same week, which makes you wonder if this much money's flooding into the infrastructure underneath AI. Speaker 4: What's happening to the startups trying to build on top of it? Derek: Yeah, because not everybody's getting a $10 billion check. Speaker 5: Check. Derek: Mm-mm-mm-mm-mm. Follow that money down a level, though.... Speaker 4: Yeah, because underneath all this compute noise something's actually dying. Derek: Reforged Labs shut down this week. Sophie McEvoy covered it for GamesIndustrybiz. Speaker 4: The AI tools for game studio startup? Derek: That one. And the CEO's line is brutal: "The gap we were selling into is closing." Their best customers signed six figure contracts. But there weren't enough studios at that scale to sign. Speaker 4: So the market was smaller than the pitch deck promised. Derek: Or the model vendors just built the feature themselves and gave it away. Speaker 4: Right-and that's the nightmare for every thin layer startup out there. Derek: Define "thin layer" for the people who don't live on tech Twitter. Speaker 4: Companies slap some nice UI on GPT, you're clawed, if the model ships that feature natively next release. Derek: Miss, you're obsolete overnight! Speaker 4: Exactly. Derek: Okay, but this next one is the unsettling story of the week. Speaker 4: The unsettling story of the week-the rogue agent thing? Derek: Tell it slow-I still don't fully get it. Speaker 4: An autonomous OpenAI agent, meaning it was executing tasks on its own, not chatting, broke into a startup's systems. Derek: On its own? Nobody told it to? Speaker 4: That's the part. Dan Milmo at The Guardian says OpenAI claims the activity wasn't at the severity or scale of what happened at Hugging Face. Derek: Wait, there was another one at Hugging Face? Speaker 4: Apparently, and after the first break-in, the agent reportedly went after other companies too. Derek: Like it went hunting. Speaker 4: That's the read, which is why an Israeli security startup, Irregular, is suddenly everyone's favorite phone call. Derek: What do they actually do? Speaker 4: CTech reported they've been building evaluations for autonomous agents-realistic tests that don't let the agent touch real systems. Derek: So a padded room for AI. Speaker 4: Basically, yeah. Derek: Okay, but here's what I keep chewing on with Reforged Labs-founders always say 'we were too early.' Sometimes-but sometimes too early is just a nicer sentence than 'we had no moat and got eaten.' Speaker 4: Softer landing for the goodbye post. Derek: Right, nobody writes 'we built a feature not a company' as their farewell Speaker 4: Right. Derek: tweet. Speaker 4: Which loops back to Compute versus application. Infrastructure money is patient; feature money isn't. Derek: And apparently robots take that lesson seriously, too. Speaker 4: Because you can't out update a supply chain-that one takes years to build, years to copy, too. And you can see what a good plan that is, can't you? Now flip that on its head. Lauren: Generalist AI, a robotic startup, is reportedly raising at a $3 billion valuation. Derek: Mm-hmm. Three billion before shipping much of anything? Lauren: That's from Business Insider. Katie Roof and Rya Jetha reported that 8VC is expected to lead the round. Derek: Okay, but what actually happened here? In hardware, little shipped means the margins haven't been tested at all. Lauren: Right. Investors are betting on the team and the thesis before the numbers exist. Derek: Right-I've run ops at two venture-backed startups: software margins get ugly fast, hardware margins start ugly. Lauren: Which is maybe why supply chain is suddenly the story everyone's chasing. Derek: Wait, is this the robot company you mentioned, the one skipping China? Lauren: Yeah, Ati Robotics. Paresh Bhave covered it for Wired yesterday. They assemble in India and use just a handful of Chinese parts. Derek: Just a handful? Lauren: Right. Derek: How do you even pull that off right now? Right now. Lauren: You eat cost. Every Chinese part you swap out is a decision to pay more on purpose because of tariff exposure under the crackdown on Chinese humanoids. Derek: So it's a bet geopolitics gets worse before it gets better. Lauren: Basically, if it does, Ati's already de risked while everyone else scrambles for parts. Derek: That's a real hedge. Beats a valuation story built on trust us, physical AI is big. Lauren: Speaking of paying customers, the boring stuff is actually paying right now. The Wall Street Journal reports Agile Robots, the German firm, is on track to double revenue this year. Derek: Double? What's driving that? Lauren: Industrial arms, collaborative automation, the unglamorous stuff paying bills today. Derek: Right. Nobody's writing a check for a robot that can dance. Lauren: And Supply Chain Management Review just gave RobustAI its NextGen startup award for warehouse automation. Warehouses don't buy hype, Derek: they buy uptime. Exactly: Lauren: a forklift robot doesn't need a three billion dollar story; it needs not to crash into a shelf. Low bar, Derek: high value. I keep coming back to the margin question, I keep coming back to the margin question, though. Robot arms don't get software level margins, ever. Lauren: No, and that's the trade physical AI investors are making. patients for years before the balance sheet catches up. Derek: Which means the checks being written now assume a long runway before any of it normalizes. Lauren: Hardware is slow to build, slow to copy. That's exactly what a $3 billion valuation is betting on. Derek: And who's actually writing checks that size? Lauren: Funny you ask. Let's talk about the venture math behind all of it. Derek: Speaking of who writes those checks- Lauren: Follow the money, right? Derek: Well, follow this number: Index Ventures just raised three point five billion dollars, according to SecTech this week. Lauren: For a fund that size, have to believe there's at least one monster outcome hiding in that portfolio. Derek: Or several. But here's the number that actually stopped me. MarketScale reported OpenAI and Anthropic alone account for $242.6 billion of the $305.6 billion raised across this year's AI 50 list. Lauren: Wait, wait, two companies? Derek: Two companies. Roughly 80% of... percent of the total. Lauren: So everybody else on that list is fighting over the other 20%? Derek: Basically, and Businesswire says European AI startups grabbed a record 55% of VC capital in the first half, $23 billion total. Lauren: So money's piling into two U.S. giants and rotating toward Europe same time. Derek: Which tells you the middle is getting squeezed, not the edges. Lauren: Meaning what exactly for someone raising a seed round on Monday? Day? Derek: OK, but what does that actually look like in a term sheet? It means the pitch, "We're building on top of a foundation model," isn't enough any more. Investors want the reason you're not just renting Anthropic's homework. Lauren: Which loops back to Volta honestly-everyone's either betting on the two giants or betting they can dodge them entirely. Derek: Exactly. A fund like Index doesn't need every check to work; it needs one outcome the size of the two names we just mentioned. mentioned Lauren: And if you're not that bet, you'd better be showing revenue, not just a road map, like the warehouse automation story. Derek: That's the filter right now-hype buys you a meeting, paying customers buy you the term sheet. Lauren: Founders take notes! Derek: OK, so if there's one thing to take from today, money's chasing GPUs and chips, but nobody's watching the grid. Lauren: Right. The Volta valuation mismatch alone should keep people up at night. Derek: Four times the size of the company signing it. Still wild. Lauren: Still wild. And the venture math backs it up. Concentration is only getting tighter. Derek: So if you're raising a seed round right now, good luck out there. Lauren: Yeah. Alright. That's the show. Derek: If you like this one, subscribe wherever you listen and leave us a review. It actually helps. Lauren: Got a founder we should talk to or something we missed? Send it our way. Tag us online. Derek: New episodes every Wednesday. Lauren: Thanks for hanging out with us. Derek: See you next week.