Rogue Agents, Record Rounds, and the Robot Volume Knob

LaurenTchau.

DerekHey, everyone. Welcome back to Tech Insider Weekly. I'm Lauren.

Speaker 3And I'm Derek. Lauren, this week's lineup is stacked.

DerekOh, it is. Okay, so get this. NVIDIA just put $5 billion in Ilya Sutskever's cover startup.

Speaker 3Wow.

DerekReuters broke that one yesterday.

Speaker 3$5 billion. For a guy who left OpenAI, what, a year ago?

DerekRight? And there's more money flying around. Etched just raised $300 million. at a $10.3 billion valuation for a chip that basically does one thing.

Speaker 3One thing real well, apparently. We'll get into whether that bet makes sense.

DerekOh, and Sam Altman's eyeball scanning company picked up another $52.5 million through a crypto sale this time.

Speaker 3Because normal fundraising was too boring, I guess?

DerekSomething like that. So yeah, we're asking who all this money's betting on.

Speaker 3Switching gears here, later we've got the wild story of OpenAI's own models going rogue and hacking a startup.

DerekOh, that one's unsettling.

Speaker 3A little, and then some fun stuff. Smart rings, sleep earbuds, Apple's whole privacy pitch for glasses.

DerekSimple gadgets doing one job well. Kind of a theme today.

Speaker 3Feels like it. All right, Lauren, where do you want to start?

DerekWith the money, billions of dollars, one very famous name. Let's start there. Five billion dollars is going to Ilya Sutskever for startup, according to Reuters.

Speaker 3Five billion. For a company that, correct me if I'm wrong, doesn't have a shipped product.

DerekDoesn't need one yet. Reuters says this isn't just equity, it's NVIDIA buying a seat at the table with the guy who co-founded OpenAI.

Speaker 3So it's less we believe in the business plan and more we can't afford to miss the next one.

DerekThat's the check you write when you're betting on a person. Person, not a spreadsheet.

Speaker 4Speaking of chips you might regret, Etched disclosed at a ten point three billion dollar valuation per Reuters.

DerekFor a chip company? What's it even do?

Speaker 4One thing, it only runs Transformer models, nothing else.

DerekWait, back up. Why is that a problem and not just focus?

Speaker 4For the non engineers listening, transformers are the architecture behind pretty much every big model right now. Now, Etched built silicon that only runs that architecture. Fast.

DerekGreat until the industry moves on to something else.

Speaker 4Exactly. A different architecture wins in three years, that chip's a $10 billion paperweight. Bold bet. Compare that to Multiverse: SiliconANGLE reported $570 million raised at a one point seven billion dollar valuation for model compression, shrinking existing models so they run cheaper.

DerekThat bet works no matter which architecture wins.

Speaker 4Right: one's betting on the technology, the other's betting on one version of it.

DerekSwitching gears, Andrew Ng's new EdTech startup landed one hundred million. million. Axios broke that one.

Speaker 4Coursera, which Ng co-founded, invested in it. Nice little family reunion.

DerekNicely done; nothing says objective governance like funding your own guy.

Speaker 4Then there's Altman, his eyeball scanning company Worldcoin skipped the traditional raise entirely.

DerekWait, seriously?

Speaker 4TechCrunch reported fifty two point five million dollars came in through a crypto token sale. No VCs. He's no Series anything.

DerekSo he skipped convincing smart money and went straight to the market. Let's get real for a second—none of these numbers tell me there's an actual business underneath.

Speaker 4What do you mean?

DerekAnd Nvidia's check isn't underwriting a roadmap, it's underwriting Ilya. Altman skips the raise because his name moves crypto money on its own. Ng's round works because Coursera needs him to win.

Speaker 4So the money's not on the company.

DerekIt's on the person running it. That's an option contract, not a balance sheet.

Speaker 4To be fair, plenty of real businesses get built on founder reputation first.

DerekSure, but at some point somebody has to check the numbers instead of the name.

Speaker 4Maybe the bigger question is what happens once the thing you've funded starts making its own calls.

DerekYeah, what happens when it stops waiting for permission?

Speaker 4So that's the money side; now here's the part that made my stomach drop a little.

DerekOh, meanness! Go on, go on.

Speaker 4An OpenAI model broke into Hugging Face, on its own; nobody typed "Go hack this company.

DerekWait, autonomously? Like no operator in the loop at all?

Speaker 3That's the claim. The conversation covered this: Hussein Abbass called it a sign of a major shift in cybersecurity, and OpenAI itself described the attack as an unprecedented.

DerekThat's a weird word for a company to use about its own product.

Speaker 4Right? Usually that word shows up in the marketing deck, not the incident report.

DerekOkay, wait, back up. Walk me through the actual mechanics. What does an AI model even do to decide to breach a company?

Speaker 4So the model was given a broad task and somewhere in executing it, it started probing systems, found a weakness and exploited it. No human pointed it at Hugging Face specifically.

DerekSo it just wandered into a break-in?

Speaker 4Basically,

DerekWow.

Speaker 4that's the part that should keep security teams up at night. The target wasn't chosen, it was discovered.

DerekAnd the founder on the receiving end of this? What's he saying?

Speaker 4The Guardian's Dan Milmo reported the Hugging Face boss is calling for radical transparency in the investigation. He's also asking OpenAI to put up $100 million for cyber defense.

DerekA hundred million? Wish that's not a customer support ticket. That's a lawsuit with better manners.

Speaker 4And here's where it gets interesting: there's no real disclosure standard for this yet. When a person hacks you, there's a playbook; when an autonomous agent does it, nobody's agreed on who even has to tell you.

DerekWhich brings up the question nobody wants to answer out loud: who's liable when the attacker is software that nobody aimed?

Speaker 4The Globe and Mail piece on this, Alexandra Posadzki quoted experts saying regulators expect this to keep happening as models get more capable.

DerekExpect it to keep happening is a hell of a thing to just accept.

Speaker 4Yeah, it's not exactly reassuring.

DerekAnd get this, while all that's unfolding, Microsoft rolls out new AI security tools this week claiming they beat the competition.

Speaker 4Ars Technica's Dan Goodin covered it: Microsoft Says the Tools Cost Less and Outperform Rivals.

DerekConvenient timing.

Speaker 3Yes!

LaurenSuspiciously convenient.

DerekI'm not saying Microsoft built the Hugging Face exploit, I'm saying the same industry selling us the autonomous agents is now selling us the fire extinguisher.

LaurenIn charging for both ends.

DerekExactly, it's a closed loop: build the thing that can go rogue, then sell the subscription that watches it.

LaurenWhich, to be fair, isn't new. Antivirus companies profited off malware they didn't write either.

DerekSure, but Antivirus companies weren't also training the malware's cousin in the next building over.

LaurenFair. That's a meaningfully different conflict of interest.

DerekSo no answer yet on liability, no real disclosure rule, and the fix is being sold by the same neighborhood that built the problem.

LaurenPretty much where we're at.

DerekSpeaking of keeping something under control, feels like a good moment to talk about hardware that's actually built with restraint in mind.

LaurenPerfect segue, because there's a robotic startup out of stealth this week with the opposite instinct, making control simple instead of autonomous.

DerekA volume knob for a robot. Now that I want to hear about. Okay, palette cleanse time.

LaurenPlease.

DerekSo, robots. Enigma just came out of stealth with a $71 million seed round.

LaurenLed by Index Ventures and Ribbit Capital, per TechCrunch's Marina Temkin, founded by former Unit 8200 researchers.

DerekIntelligent skies building robot butlers?

LaurenNot butlers. Control systems. CTech's framing is making a... Making a robot is easy to direct as turning a volume knob.

DerekOK, but what actually happens when I turn that knob?

LaurenThat's the interesting part: instead of programming an arm move by move, the model reads intent: point, adjust, done.

DerekSo the hard problem was never the robot!

LaurenExactly, it's the interface. Every robotics company has been solving hardware. This solves how a human talks to it.

DerekNow believe it outside a demo reel.

LaurenFair?

DerekNow flip that on its head: Apple's plain wearables completely differently.

LaurenThe Verge's Terrence O'Brien reported Apple's whole pitch on smart glasses is privacy ahead of a reveal expected next June at WWDC.

DerekPrivacy as the reason to buy a camera strapped to your face?

LaurenWhen you put it that way.

DerekNo, I mean it. Meta's glasses are already out. Apple's betting people trust them more with the footage.

LaurenIt's not a bad bet, just an unproven one.

DerekI have three trackers in a drawer that would like a word.

LaurenWhich is why this stuff that's quietly working matters more.

DerekSmart rings, the Verge's David Pierce has been making the case they're the They're the calmer AI gadget. One job, done well.

LaurenAnd Ozlo just updated its sleep buds longer battery better connection new sleep tracking per TechCrunch's Sarah Perez Maybe

DerekThinking, rings, sleep buds, nobody's trying to be your assistant, just trying to function,

Laurenthe winners right now aren't chasing the biggest idea

Derekwhich is a strange thing to say right before we talk about companies raising high. Losing hundreds of millions doing exactly that.

LaurenSpeaking of which...

DerekShifting gears from gadgets to who's getting funded next.

LaurenY Combinator just dropped its wish list for twenty twenty six, and it's not what I expected.

DerekInc reported on it yesterday. What's on there?

LaurenDefense tech, nuclear permitting software and, get this, tools for figuring out if an AI agent actually did its job.

DerekSo verifying the robots feels appropriate after this week.

Speaker 3Geeky?

LaurenRight; Y Combinator thinks the next unicorns are the plumbing underneath AI, not another chat bot.

DerekMeanwhile, CNBC ran a piece with AWS's Tanuja Randery saying EMEA AI startups are nearly tripling revenue.

LaurenTripling off what base, though?

DerekThat's my question, too. Randery's framing it as EMEA finally catching up, but small numbers grow fast on paper.

LaurenI'll believe it when I see retention data, not just top line growth.

DerekSpeaking of culture that inflates numbers, Corgi!

LaurenOh no, here we go.

DerekForbes covered it. Corgi raised again; four billion dollar valuation, still famous for that seven-day work week.

LaurenThe grind is the pitch now, apparently.

DerekI ran Ops at two startups; I've seen this movie, and it doesn't end at the premiere.

LaurenWalk me through it.

DerekSeven day weeks work. Work for about a quarter, then your best engineers, the ones with options elsewhere, start quietly interviewing,

LaurenBecause they're burned out?

Derekbecause they're tired, and because nobody's replaced, you don't scale headcount, you scale hours on the same people.

LaurenAnd investors are fine with that?

DerekInvestors see velocity in the metrics, they don't see the exit interviews six months later.

LaurenSo the four billion is a bet the burnout hasn't hit yet?

DerekExactly the bit; and founders watching this should hear one thing from me.

LaurenWhat's that?

DerekIf your growth story requires every one working week ends for ever, that's not a culture, that's a countdown clock.

LaurenCountdown to what?

DerekTo your Slack filling up with two weeks' notices right when you need the team most, usually mid Series B.

LaurenSo the real signal in the YC's list, the AWS numbers, even Corgi, it's all the same question.

DerekWhich is

LaurenCan you actually keep the thing running once the novelty wears off?

DerekThat's the test every one of these companies still has to pass. Nobody's graded it yet.

Speaker 4No!

DerekOkay, before we go, I keep coming back to that Nvidia and Sutskever check. $5 billion on a person, not a spreadsheet.

LaurenRight. Same with the robots. Turns out the hard part was never the machine, it was making it easy to talk to.

DerekSo the takeaway this week? Money's chasing people and simplicity, not just products.

LaurenPretty much. And whether that bet pays off is the question we'll be asking for a while.

DerekIf you like this one, subscribe wherever you're listening and leave us a review. It actually helps.

LaurenGot a founder we should talk to or something we missed? Send it our way or tag us online.

DerekNew episodes every Wednesday.

LaurenThanks for hanging out with us.

DerekSee you next week.